| // Copyright 2023 Google LLC |
| // |
| // 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 v1.33.0 |
| // protoc v4.25.3 |
| // source: google/cloud/aiplatform/v1beta1/vizier_service.proto |
| |
| package aiplatformpb |
| |
| import ( |
| context "context" |
| reflect "reflect" |
| sync "sync" |
| |
| longrunningpb "cloud.google.com/go/longrunning/autogen/longrunningpb" |
| _ "google.golang.org/genproto/googleapis/api/annotations" |
| 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" |
| emptypb "google.golang.org/protobuf/types/known/emptypb" |
| timestamppb "google.golang.org/protobuf/types/known/timestamppb" |
| ) |
| |
| 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) |
| ) |
| |
| // Request message for |
| // [VizierService.GetStudy][google.cloud.aiplatform.v1beta1.VizierService.GetStudy]. |
| type GetStudyRequest struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The name of the Study resource. |
| // Format: `projects/{project}/locations/{location}/studies/{study}` |
| Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` |
| } |
| |
| func (x *GetStudyRequest) Reset() { |
| *x = GetStudyRequest{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[0] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *GetStudyRequest) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*GetStudyRequest) ProtoMessage() {} |
| |
| func (x *GetStudyRequest) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_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 GetStudyRequest.ProtoReflect.Descriptor instead. |
| func (*GetStudyRequest) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{0} |
| } |
| |
| func (x *GetStudyRequest) GetName() string { |
| if x != nil { |
| return x.Name |
| } |
| return "" |
| } |
| |
| // Request message for |
| // [VizierService.CreateStudy][google.cloud.aiplatform.v1beta1.VizierService.CreateStudy]. |
| type CreateStudyRequest struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The resource name of the Location to create the CustomJob in. |
| // Format: `projects/{project}/locations/{location}` |
| Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` |
| // Required. The Study configuration used to create the Study. |
| Study *Study `protobuf:"bytes,2,opt,name=study,proto3" json:"study,omitempty"` |
| } |
| |
| func (x *CreateStudyRequest) Reset() { |
| *x = CreateStudyRequest{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[1] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *CreateStudyRequest) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*CreateStudyRequest) ProtoMessage() {} |
| |
| func (x *CreateStudyRequest) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_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 CreateStudyRequest.ProtoReflect.Descriptor instead. |
| func (*CreateStudyRequest) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{1} |
| } |
| |
| func (x *CreateStudyRequest) GetParent() string { |
| if x != nil { |
| return x.Parent |
| } |
| return "" |
| } |
| |
| func (x *CreateStudyRequest) GetStudy() *Study { |
| if x != nil { |
| return x.Study |
| } |
| return nil |
| } |
| |
| // Request message for |
| // [VizierService.ListStudies][google.cloud.aiplatform.v1beta1.VizierService.ListStudies]. |
| type ListStudiesRequest struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The resource name of the Location to list the Study from. |
| // Format: `projects/{project}/locations/{location}` |
| Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` |
| // Optional. A page token to request the next page of results. |
| // If unspecified, there are no subsequent pages. |
| PageToken string `protobuf:"bytes,2,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"` |
| // Optional. The maximum number of studies to return per "page" of results. |
| // If unspecified, service will pick an appropriate default. |
| PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"` |
| } |
| |
| func (x *ListStudiesRequest) Reset() { |
| *x = ListStudiesRequest{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[2] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ListStudiesRequest) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ListStudiesRequest) ProtoMessage() {} |
| |
| func (x *ListStudiesRequest) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_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 ListStudiesRequest.ProtoReflect.Descriptor instead. |
| func (*ListStudiesRequest) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{2} |
| } |
| |
| func (x *ListStudiesRequest) GetParent() string { |
| if x != nil { |
| return x.Parent |
| } |
| return "" |
| } |
| |
| func (x *ListStudiesRequest) GetPageToken() string { |
| if x != nil { |
| return x.PageToken |
| } |
| return "" |
| } |
| |
| func (x *ListStudiesRequest) GetPageSize() int32 { |
| if x != nil { |
| return x.PageSize |
| } |
| return 0 |
| } |
| |
| // Response message for |
| // [VizierService.ListStudies][google.cloud.aiplatform.v1beta1.VizierService.ListStudies]. |
| type ListStudiesResponse struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The studies associated with the project. |
| Studies []*Study `protobuf:"bytes,1,rep,name=studies,proto3" json:"studies,omitempty"` |
| // Passes this token as the `page_token` field of the request for a |
| // subsequent call. |
| // If this field is omitted, there are no subsequent pages. |
| NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"` |
| } |
| |
| func (x *ListStudiesResponse) Reset() { |
| *x = ListStudiesResponse{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[3] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ListStudiesResponse) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ListStudiesResponse) ProtoMessage() {} |
| |
| func (x *ListStudiesResponse) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_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 ListStudiesResponse.ProtoReflect.Descriptor instead. |
| func (*ListStudiesResponse) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{3} |
| } |
| |
| func (x *ListStudiesResponse) GetStudies() []*Study { |
| if x != nil { |
| return x.Studies |
| } |
| return nil |
| } |
| |
| func (x *ListStudiesResponse) GetNextPageToken() string { |
| if x != nil { |
| return x.NextPageToken |
| } |
| return "" |
| } |
| |
| // Request message for |
| // [VizierService.DeleteStudy][google.cloud.aiplatform.v1beta1.VizierService.DeleteStudy]. |
| type DeleteStudyRequest struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The name of the Study resource to be deleted. |
| // Format: `projects/{project}/locations/{location}/studies/{study}` |
| Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` |
| } |
| |
| func (x *DeleteStudyRequest) Reset() { |
| *x = DeleteStudyRequest{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[4] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *DeleteStudyRequest) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*DeleteStudyRequest) ProtoMessage() {} |
| |
| func (x *DeleteStudyRequest) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_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 DeleteStudyRequest.ProtoReflect.Descriptor instead. |
| func (*DeleteStudyRequest) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{4} |
| } |
| |
| func (x *DeleteStudyRequest) GetName() string { |
| if x != nil { |
| return x.Name |
| } |
| return "" |
| } |
| |
| // Request message for |
| // [VizierService.LookupStudy][google.cloud.aiplatform.v1beta1.VizierService.LookupStudy]. |
| type LookupStudyRequest struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The resource name of the Location to get the Study from. |
| // Format: `projects/{project}/locations/{location}` |
| Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` |
| // Required. The user-defined display name of the Study |
| DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"` |
| } |
| |
| func (x *LookupStudyRequest) Reset() { |
| *x = LookupStudyRequest{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[5] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *LookupStudyRequest) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*LookupStudyRequest) ProtoMessage() {} |
| |
| func (x *LookupStudyRequest) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_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 LookupStudyRequest.ProtoReflect.Descriptor instead. |
| func (*LookupStudyRequest) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{5} |
| } |
| |
| func (x *LookupStudyRequest) GetParent() string { |
| if x != nil { |
| return x.Parent |
| } |
| return "" |
| } |
| |
| func (x *LookupStudyRequest) GetDisplayName() string { |
| if x != nil { |
| return x.DisplayName |
| } |
| return "" |
| } |
| |
| // Request message for |
| // [VizierService.SuggestTrials][google.cloud.aiplatform.v1beta1.VizierService.SuggestTrials]. |
| type SuggestTrialsRequest struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The project and location that the Study belongs to. |
| // Format: `projects/{project}/locations/{location}/studies/{study}` |
| Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` |
| // Required. The number of suggestions requested. It must be positive. |
| SuggestionCount int32 `protobuf:"varint,2,opt,name=suggestion_count,json=suggestionCount,proto3" json:"suggestion_count,omitempty"` |
| // Required. The identifier of the client that is requesting the suggestion. |
| // |
| // If multiple SuggestTrialsRequests have the same `client_id`, |
| // the service will return the identical suggested Trial if the Trial is |
| // pending, and provide a new Trial if the last suggested Trial was completed. |
| ClientId string `protobuf:"bytes,3,opt,name=client_id,json=clientId,proto3" json:"client_id,omitempty"` |
| // Optional. This allows you to specify the "context" for a Trial; a context |
| // is a slice (a subspace) of the search space. |
| // |
| // Typical uses for contexts: |
| // 1. You are using Vizier to tune a server for best performance, but there's |
| // a strong weekly cycle. The context specifies the day-of-week. |
| // This allows Tuesday to generalize from Wednesday without assuming that |
| // everything is identical. |
| // 2. Imagine you're optimizing some medical treatment for people. |
| // As they walk in the door, you know certain facts about them |
| // (e.g. sex, weight, height, blood-pressure). Put that information in the |
| // context, and Vizier will adapt its suggestions to the patient. |
| // 3. You want to do a fair A/B test efficiently. Specify the "A" and "B" |
| // conditions as contexts, and Vizier will generalize between "A" and "B" |
| // conditions. If they are similar, this will allow Vizier to converge |
| // to the optimum faster than if "A" and "B" were separate Studies. |
| // NOTE: You can also enter contexts as REQUESTED Trials, e.g. via the |
| // CreateTrial() RPC; that's the asynchronous option where you don't need a |
| // close association between contexts and suggestions. |
| // |
| // NOTE: All the Parameters you set in a context MUST be defined in the |
| // |
| // Study. |
| // |
| // NOTE: You must supply 0 or $suggestion_count contexts. |
| // |
| // If you don't supply any contexts, Vizier will make suggestions |
| // from the full search space specified in the StudySpec; if you supply |
| // a full set of context, each suggestion will match the corresponding |
| // context. |
| // |
| // NOTE: A Context with no features set matches anything, and allows |
| // |
| // suggestions from the full search space. |
| // |
| // NOTE: Contexts MUST lie within the search space specified in the |
| // |
| // StudySpec. It's an error if they don't. |
| // |
| // NOTE: Contexts preferentially match ACTIVE then REQUESTED trials before |
| // |
| // new suggestions are generated. |
| // |
| // NOTE: Generation of suggestions involves a match between a Context and |
| // |
| // (optionally) a REQUESTED trial; if that match is not fully specified, a |
| // suggestion will be geneated in the merged subspace. |
| Contexts []*TrialContext `protobuf:"bytes,4,rep,name=contexts,proto3" json:"contexts,omitempty"` |
| } |
| |
| func (x *SuggestTrialsRequest) Reset() { |
| *x = SuggestTrialsRequest{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[6] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *SuggestTrialsRequest) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*SuggestTrialsRequest) ProtoMessage() {} |
| |
| func (x *SuggestTrialsRequest) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_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 SuggestTrialsRequest.ProtoReflect.Descriptor instead. |
| func (*SuggestTrialsRequest) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{6} |
| } |
| |
| func (x *SuggestTrialsRequest) GetParent() string { |
| if x != nil { |
| return x.Parent |
| } |
| return "" |
| } |
| |
| func (x *SuggestTrialsRequest) GetSuggestionCount() int32 { |
| if x != nil { |
| return x.SuggestionCount |
| } |
| return 0 |
| } |
| |
| func (x *SuggestTrialsRequest) GetClientId() string { |
| if x != nil { |
| return x.ClientId |
| } |
| return "" |
| } |
| |
| func (x *SuggestTrialsRequest) GetContexts() []*TrialContext { |
| if x != nil { |
| return x.Contexts |
| } |
| return nil |
| } |
| |
| // Response message for |
| // [VizierService.SuggestTrials][google.cloud.aiplatform.v1beta1.VizierService.SuggestTrials]. |
| type SuggestTrialsResponse struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // A list of Trials. |
| Trials []*Trial `protobuf:"bytes,1,rep,name=trials,proto3" json:"trials,omitempty"` |
| // The state of the Study. |
| StudyState Study_State `protobuf:"varint,2,opt,name=study_state,json=studyState,proto3,enum=google.cloud.aiplatform.v1beta1.Study_State" json:"study_state,omitempty"` |
| // The time at which the operation was started. |
| StartTime *timestamppb.Timestamp `protobuf:"bytes,3,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"` |
| // The time at which operation processing completed. |
| EndTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=end_time,json=endTime,proto3" json:"end_time,omitempty"` |
| } |
| |
| func (x *SuggestTrialsResponse) Reset() { |
| *x = SuggestTrialsResponse{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[7] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *SuggestTrialsResponse) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*SuggestTrialsResponse) ProtoMessage() {} |
| |
| func (x *SuggestTrialsResponse) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_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 SuggestTrialsResponse.ProtoReflect.Descriptor instead. |
| func (*SuggestTrialsResponse) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{7} |
| } |
| |
| func (x *SuggestTrialsResponse) GetTrials() []*Trial { |
| if x != nil { |
| return x.Trials |
| } |
| return nil |
| } |
| |
| func (x *SuggestTrialsResponse) GetStudyState() Study_State { |
| if x != nil { |
| return x.StudyState |
| } |
| return Study_STATE_UNSPECIFIED |
| } |
| |
| func (x *SuggestTrialsResponse) GetStartTime() *timestamppb.Timestamp { |
| if x != nil { |
| return x.StartTime |
| } |
| return nil |
| } |
| |
| func (x *SuggestTrialsResponse) GetEndTime() *timestamppb.Timestamp { |
| if x != nil { |
| return x.EndTime |
| } |
| return nil |
| } |
| |
| // Details of operations that perform Trials suggestion. |
| type SuggestTrialsMetadata struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Operation metadata for suggesting Trials. |
| GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"` |
| // The identifier of the client that is requesting the suggestion. |
| // |
| // If multiple SuggestTrialsRequests have the same `client_id`, |
| // the service will return the identical suggested Trial if the Trial is |
| // pending, and provide a new Trial if the last suggested Trial was completed. |
| ClientId string `protobuf:"bytes,2,opt,name=client_id,json=clientId,proto3" json:"client_id,omitempty"` |
| } |
| |
| func (x *SuggestTrialsMetadata) Reset() { |
| *x = SuggestTrialsMetadata{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[8] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *SuggestTrialsMetadata) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*SuggestTrialsMetadata) ProtoMessage() {} |
| |
| func (x *SuggestTrialsMetadata) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_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 SuggestTrialsMetadata.ProtoReflect.Descriptor instead. |
| func (*SuggestTrialsMetadata) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{8} |
| } |
| |
| func (x *SuggestTrialsMetadata) GetGenericMetadata() *GenericOperationMetadata { |
| if x != nil { |
| return x.GenericMetadata |
| } |
| return nil |
| } |
| |
| func (x *SuggestTrialsMetadata) GetClientId() string { |
| if x != nil { |
| return x.ClientId |
| } |
| return "" |
| } |
| |
| // Request message for |
| // [VizierService.CreateTrial][google.cloud.aiplatform.v1beta1.VizierService.CreateTrial]. |
| type CreateTrialRequest struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The resource name of the Study to create the Trial in. |
| // Format: `projects/{project}/locations/{location}/studies/{study}` |
| Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` |
| // Required. The Trial to create. |
| Trial *Trial `protobuf:"bytes,2,opt,name=trial,proto3" json:"trial,omitempty"` |
| } |
| |
| func (x *CreateTrialRequest) Reset() { |
| *x = CreateTrialRequest{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[9] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *CreateTrialRequest) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*CreateTrialRequest) ProtoMessage() {} |
| |
| func (x *CreateTrialRequest) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_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 CreateTrialRequest.ProtoReflect.Descriptor instead. |
| func (*CreateTrialRequest) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{9} |
| } |
| |
| func (x *CreateTrialRequest) GetParent() string { |
| if x != nil { |
| return x.Parent |
| } |
| return "" |
| } |
| |
| func (x *CreateTrialRequest) GetTrial() *Trial { |
| if x != nil { |
| return x.Trial |
| } |
| return nil |
| } |
| |
| // Request message for |
| // [VizierService.GetTrial][google.cloud.aiplatform.v1beta1.VizierService.GetTrial]. |
| type GetTrialRequest struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The name of the Trial resource. |
| // Format: |
| // `projects/{project}/locations/{location}/studies/{study}/trials/{trial}` |
| Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` |
| } |
| |
| func (x *GetTrialRequest) Reset() { |
| *x = GetTrialRequest{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[10] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *GetTrialRequest) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*GetTrialRequest) ProtoMessage() {} |
| |
| func (x *GetTrialRequest) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_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 GetTrialRequest.ProtoReflect.Descriptor instead. |
| func (*GetTrialRequest) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{10} |
| } |
| |
| func (x *GetTrialRequest) GetName() string { |
| if x != nil { |
| return x.Name |
| } |
| return "" |
| } |
| |
| // Request message for |
| // [VizierService.ListTrials][google.cloud.aiplatform.v1beta1.VizierService.ListTrials]. |
| type ListTrialsRequest struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The resource name of the Study to list the Trial from. |
| // Format: `projects/{project}/locations/{location}/studies/{study}` |
| Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` |
| // Optional. A page token to request the next page of results. |
| // If unspecified, there are no subsequent pages. |
| PageToken string `protobuf:"bytes,2,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"` |
| // Optional. The number of Trials to retrieve per "page" of results. |
| // If unspecified, the service will pick an appropriate default. |
| PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"` |
| } |
| |
| func (x *ListTrialsRequest) Reset() { |
| *x = ListTrialsRequest{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[11] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ListTrialsRequest) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ListTrialsRequest) ProtoMessage() {} |
| |
| func (x *ListTrialsRequest) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_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 ListTrialsRequest.ProtoReflect.Descriptor instead. |
| func (*ListTrialsRequest) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{11} |
| } |
| |
| func (x *ListTrialsRequest) GetParent() string { |
| if x != nil { |
| return x.Parent |
| } |
| return "" |
| } |
| |
| func (x *ListTrialsRequest) GetPageToken() string { |
| if x != nil { |
| return x.PageToken |
| } |
| return "" |
| } |
| |
| func (x *ListTrialsRequest) GetPageSize() int32 { |
| if x != nil { |
| return x.PageSize |
| } |
| return 0 |
| } |
| |
| // Response message for |
| // [VizierService.ListTrials][google.cloud.aiplatform.v1beta1.VizierService.ListTrials]. |
| type ListTrialsResponse struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The Trials associated with the Study. |
| Trials []*Trial `protobuf:"bytes,1,rep,name=trials,proto3" json:"trials,omitempty"` |
| // Pass this token as the `page_token` field of the request for a |
| // subsequent call. |
| // If this field is omitted, there are no subsequent pages. |
| NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"` |
| } |
| |
| func (x *ListTrialsResponse) Reset() { |
| *x = ListTrialsResponse{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[12] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ListTrialsResponse) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ListTrialsResponse) ProtoMessage() {} |
| |
| func (x *ListTrialsResponse) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_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 ListTrialsResponse.ProtoReflect.Descriptor instead. |
| func (*ListTrialsResponse) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{12} |
| } |
| |
| func (x *ListTrialsResponse) GetTrials() []*Trial { |
| if x != nil { |
| return x.Trials |
| } |
| return nil |
| } |
| |
| func (x *ListTrialsResponse) GetNextPageToken() string { |
| if x != nil { |
| return x.NextPageToken |
| } |
| return "" |
| } |
| |
| // Request message for |
| // [VizierService.AddTrialMeasurement][google.cloud.aiplatform.v1beta1.VizierService.AddTrialMeasurement]. |
| type AddTrialMeasurementRequest struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The name of the trial to add measurement. |
| // Format: |
| // `projects/{project}/locations/{location}/studies/{study}/trials/{trial}` |
| TrialName string `protobuf:"bytes,1,opt,name=trial_name,json=trialName,proto3" json:"trial_name,omitempty"` |
| // Required. The measurement to be added to a Trial. |
| Measurement *Measurement `protobuf:"bytes,3,opt,name=measurement,proto3" json:"measurement,omitempty"` |
| } |
| |
| func (x *AddTrialMeasurementRequest) Reset() { |
| *x = AddTrialMeasurementRequest{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[13] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *AddTrialMeasurementRequest) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*AddTrialMeasurementRequest) ProtoMessage() {} |
| |
| func (x *AddTrialMeasurementRequest) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_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 AddTrialMeasurementRequest.ProtoReflect.Descriptor instead. |
| func (*AddTrialMeasurementRequest) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{13} |
| } |
| |
| func (x *AddTrialMeasurementRequest) GetTrialName() string { |
| if x != nil { |
| return x.TrialName |
| } |
| return "" |
| } |
| |
| func (x *AddTrialMeasurementRequest) GetMeasurement() *Measurement { |
| if x != nil { |
| return x.Measurement |
| } |
| return nil |
| } |
| |
| // Request message for |
| // [VizierService.CompleteTrial][google.cloud.aiplatform.v1beta1.VizierService.CompleteTrial]. |
| type CompleteTrialRequest struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The Trial's name. |
| // Format: |
| // `projects/{project}/locations/{location}/studies/{study}/trials/{trial}` |
| Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` |
| // Optional. If provided, it will be used as the completed Trial's |
| // final_measurement; Otherwise, the service will auto-select a |
| // previously reported measurement as the final-measurement |
| FinalMeasurement *Measurement `protobuf:"bytes,2,opt,name=final_measurement,json=finalMeasurement,proto3" json:"final_measurement,omitempty"` |
| // Optional. True if the Trial cannot be run with the given Parameter, and |
| // final_measurement will be ignored. |
| TrialInfeasible bool `protobuf:"varint,3,opt,name=trial_infeasible,json=trialInfeasible,proto3" json:"trial_infeasible,omitempty"` |
| // Optional. A human readable reason why the trial was infeasible. This should |
| // only be provided if `trial_infeasible` is true. |
| InfeasibleReason string `protobuf:"bytes,4,opt,name=infeasible_reason,json=infeasibleReason,proto3" json:"infeasible_reason,omitempty"` |
| } |
| |
| func (x *CompleteTrialRequest) Reset() { |
| *x = CompleteTrialRequest{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[14] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *CompleteTrialRequest) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*CompleteTrialRequest) ProtoMessage() {} |
| |
| func (x *CompleteTrialRequest) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[14] |
| 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 CompleteTrialRequest.ProtoReflect.Descriptor instead. |
| func (*CompleteTrialRequest) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{14} |
| } |
| |
| func (x *CompleteTrialRequest) GetName() string { |
| if x != nil { |
| return x.Name |
| } |
| return "" |
| } |
| |
| func (x *CompleteTrialRequest) GetFinalMeasurement() *Measurement { |
| if x != nil { |
| return x.FinalMeasurement |
| } |
| return nil |
| } |
| |
| func (x *CompleteTrialRequest) GetTrialInfeasible() bool { |
| if x != nil { |
| return x.TrialInfeasible |
| } |
| return false |
| } |
| |
| func (x *CompleteTrialRequest) GetInfeasibleReason() string { |
| if x != nil { |
| return x.InfeasibleReason |
| } |
| return "" |
| } |
| |
| // Request message for |
| // [VizierService.DeleteTrial][google.cloud.aiplatform.v1beta1.VizierService.DeleteTrial]. |
| type DeleteTrialRequest struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The Trial's name. |
| // Format: |
| // `projects/{project}/locations/{location}/studies/{study}/trials/{trial}` |
| Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` |
| } |
| |
| func (x *DeleteTrialRequest) Reset() { |
| *x = DeleteTrialRequest{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[15] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *DeleteTrialRequest) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*DeleteTrialRequest) ProtoMessage() {} |
| |
| func (x *DeleteTrialRequest) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[15] |
| 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 DeleteTrialRequest.ProtoReflect.Descriptor instead. |
| func (*DeleteTrialRequest) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{15} |
| } |
| |
| func (x *DeleteTrialRequest) GetName() string { |
| if x != nil { |
| return x.Name |
| } |
| return "" |
| } |
| |
| // Request message for |
| // [VizierService.CheckTrialEarlyStoppingState][google.cloud.aiplatform.v1beta1.VizierService.CheckTrialEarlyStoppingState]. |
| type CheckTrialEarlyStoppingStateRequest struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The Trial's name. |
| // Format: |
| // `projects/{project}/locations/{location}/studies/{study}/trials/{trial}` |
| TrialName string `protobuf:"bytes,1,opt,name=trial_name,json=trialName,proto3" json:"trial_name,omitempty"` |
| } |
| |
| func (x *CheckTrialEarlyStoppingStateRequest) Reset() { |
| *x = CheckTrialEarlyStoppingStateRequest{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[16] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *CheckTrialEarlyStoppingStateRequest) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*CheckTrialEarlyStoppingStateRequest) ProtoMessage() {} |
| |
| func (x *CheckTrialEarlyStoppingStateRequest) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[16] |
| 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 CheckTrialEarlyStoppingStateRequest.ProtoReflect.Descriptor instead. |
| func (*CheckTrialEarlyStoppingStateRequest) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{16} |
| } |
| |
| func (x *CheckTrialEarlyStoppingStateRequest) GetTrialName() string { |
| if x != nil { |
| return x.TrialName |
| } |
| return "" |
| } |
| |
| // Response message for |
| // [VizierService.CheckTrialEarlyStoppingState][google.cloud.aiplatform.v1beta1.VizierService.CheckTrialEarlyStoppingState]. |
| type CheckTrialEarlyStoppingStateResponse struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // True if the Trial should stop. |
| ShouldStop bool `protobuf:"varint,1,opt,name=should_stop,json=shouldStop,proto3" json:"should_stop,omitempty"` |
| } |
| |
| func (x *CheckTrialEarlyStoppingStateResponse) Reset() { |
| *x = CheckTrialEarlyStoppingStateResponse{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[17] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *CheckTrialEarlyStoppingStateResponse) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*CheckTrialEarlyStoppingStateResponse) ProtoMessage() {} |
| |
| func (x *CheckTrialEarlyStoppingStateResponse) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[17] |
| 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 CheckTrialEarlyStoppingStateResponse.ProtoReflect.Descriptor instead. |
| func (*CheckTrialEarlyStoppingStateResponse) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{17} |
| } |
| |
| func (x *CheckTrialEarlyStoppingStateResponse) GetShouldStop() bool { |
| if x != nil { |
| return x.ShouldStop |
| } |
| return false |
| } |
| |
| // This message will be placed in the metadata field of a |
| // google.longrunning.Operation associated with a CheckTrialEarlyStoppingState |
| // request. |
| type CheckTrialEarlyStoppingStateMetatdata struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Operation metadata for suggesting Trials. |
| GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"` |
| // The name of the Study that the Trial belongs to. |
| Study string `protobuf:"bytes,2,opt,name=study,proto3" json:"study,omitempty"` |
| // The Trial name. |
| Trial string `protobuf:"bytes,3,opt,name=trial,proto3" json:"trial,omitempty"` |
| } |
| |
| func (x *CheckTrialEarlyStoppingStateMetatdata) Reset() { |
| *x = CheckTrialEarlyStoppingStateMetatdata{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[18] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *CheckTrialEarlyStoppingStateMetatdata) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*CheckTrialEarlyStoppingStateMetatdata) ProtoMessage() {} |
| |
| func (x *CheckTrialEarlyStoppingStateMetatdata) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[18] |
| 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 CheckTrialEarlyStoppingStateMetatdata.ProtoReflect.Descriptor instead. |
| func (*CheckTrialEarlyStoppingStateMetatdata) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{18} |
| } |
| |
| func (x *CheckTrialEarlyStoppingStateMetatdata) GetGenericMetadata() *GenericOperationMetadata { |
| if x != nil { |
| return x.GenericMetadata |
| } |
| return nil |
| } |
| |
| func (x *CheckTrialEarlyStoppingStateMetatdata) GetStudy() string { |
| if x != nil { |
| return x.Study |
| } |
| return "" |
| } |
| |
| func (x *CheckTrialEarlyStoppingStateMetatdata) GetTrial() string { |
| if x != nil { |
| return x.Trial |
| } |
| return "" |
| } |
| |
| // Request message for |
| // [VizierService.StopTrial][google.cloud.aiplatform.v1beta1.VizierService.StopTrial]. |
| type StopTrialRequest struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The Trial's name. |
| // Format: |
| // `projects/{project}/locations/{location}/studies/{study}/trials/{trial}` |
| Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` |
| } |
| |
| func (x *StopTrialRequest) Reset() { |
| *x = StopTrialRequest{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[19] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *StopTrialRequest) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*StopTrialRequest) ProtoMessage() {} |
| |
| func (x *StopTrialRequest) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[19] |
| 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 StopTrialRequest.ProtoReflect.Descriptor instead. |
| func (*StopTrialRequest) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{19} |
| } |
| |
| func (x *StopTrialRequest) GetName() string { |
| if x != nil { |
| return x.Name |
| } |
| return "" |
| } |
| |
| // Request message for |
| // [VizierService.ListOptimalTrials][google.cloud.aiplatform.v1beta1.VizierService.ListOptimalTrials]. |
| type ListOptimalTrialsRequest struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The name of the Study that the optimal Trial belongs to. |
| Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` |
| } |
| |
| func (x *ListOptimalTrialsRequest) Reset() { |
| *x = ListOptimalTrialsRequest{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[20] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ListOptimalTrialsRequest) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ListOptimalTrialsRequest) ProtoMessage() {} |
| |
| func (x *ListOptimalTrialsRequest) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[20] |
| 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 ListOptimalTrialsRequest.ProtoReflect.Descriptor instead. |
| func (*ListOptimalTrialsRequest) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{20} |
| } |
| |
| func (x *ListOptimalTrialsRequest) GetParent() string { |
| if x != nil { |
| return x.Parent |
| } |
| return "" |
| } |
| |
| // Response message for |
| // [VizierService.ListOptimalTrials][google.cloud.aiplatform.v1beta1.VizierService.ListOptimalTrials]. |
| type ListOptimalTrialsResponse struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The pareto-optimal Trials for multiple objective Study or the |
| // optimal trial for single objective Study. The definition of |
| // pareto-optimal can be checked in wiki page. |
| // https://en.wikipedia.org/wiki/Pareto_efficiency |
| OptimalTrials []*Trial `protobuf:"bytes,1,rep,name=optimal_trials,json=optimalTrials,proto3" json:"optimal_trials,omitempty"` |
| } |
| |
| func (x *ListOptimalTrialsResponse) Reset() { |
| *x = ListOptimalTrialsResponse{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[21] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ListOptimalTrialsResponse) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ListOptimalTrialsResponse) ProtoMessage() {} |
| |
| func (x *ListOptimalTrialsResponse) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[21] |
| 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 ListOptimalTrialsResponse.ProtoReflect.Descriptor instead. |
| func (*ListOptimalTrialsResponse) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP(), []int{21} |
| } |
| |
| func (x *ListOptimalTrialsResponse) GetOptimalTrials() []*Trial { |
| if x != nil { |
| return x.OptimalTrials |
| } |
| return nil |
| } |
| |
| var File_google_cloud_aiplatform_v1beta1_vizier_service_proto protoreflect.FileDescriptor |
| |
| var file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDesc = []byte{ |
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| 0x6f, 0x74, 0x6f, 0x33, |
| } |
| |
| var ( |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescOnce sync.Once |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescData = file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDesc |
| ) |
| |
| func file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescGZIP() []byte { |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescOnce.Do(func() { |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescData) |
| }) |
| return file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDescData |
| } |
| |
| var file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes = make([]protoimpl.MessageInfo, 22) |
| var file_google_cloud_aiplatform_v1beta1_vizier_service_proto_goTypes = []interface{}{ |
| (*GetStudyRequest)(nil), // 0: google.cloud.aiplatform.v1beta1.GetStudyRequest |
| (*CreateStudyRequest)(nil), // 1: google.cloud.aiplatform.v1beta1.CreateStudyRequest |
| (*ListStudiesRequest)(nil), // 2: google.cloud.aiplatform.v1beta1.ListStudiesRequest |
| (*ListStudiesResponse)(nil), // 3: google.cloud.aiplatform.v1beta1.ListStudiesResponse |
| (*DeleteStudyRequest)(nil), // 4: google.cloud.aiplatform.v1beta1.DeleteStudyRequest |
| (*LookupStudyRequest)(nil), // 5: google.cloud.aiplatform.v1beta1.LookupStudyRequest |
| (*SuggestTrialsRequest)(nil), // 6: google.cloud.aiplatform.v1beta1.SuggestTrialsRequest |
| (*SuggestTrialsResponse)(nil), // 7: google.cloud.aiplatform.v1beta1.SuggestTrialsResponse |
| (*SuggestTrialsMetadata)(nil), // 8: google.cloud.aiplatform.v1beta1.SuggestTrialsMetadata |
| (*CreateTrialRequest)(nil), // 9: google.cloud.aiplatform.v1beta1.CreateTrialRequest |
| (*GetTrialRequest)(nil), // 10: google.cloud.aiplatform.v1beta1.GetTrialRequest |
| (*ListTrialsRequest)(nil), // 11: google.cloud.aiplatform.v1beta1.ListTrialsRequest |
| (*ListTrialsResponse)(nil), // 12: google.cloud.aiplatform.v1beta1.ListTrialsResponse |
| (*AddTrialMeasurementRequest)(nil), // 13: google.cloud.aiplatform.v1beta1.AddTrialMeasurementRequest |
| (*CompleteTrialRequest)(nil), // 14: google.cloud.aiplatform.v1beta1.CompleteTrialRequest |
| (*DeleteTrialRequest)(nil), // 15: google.cloud.aiplatform.v1beta1.DeleteTrialRequest |
| (*CheckTrialEarlyStoppingStateRequest)(nil), // 16: google.cloud.aiplatform.v1beta1.CheckTrialEarlyStoppingStateRequest |
| (*CheckTrialEarlyStoppingStateResponse)(nil), // 17: google.cloud.aiplatform.v1beta1.CheckTrialEarlyStoppingStateResponse |
| (*CheckTrialEarlyStoppingStateMetatdata)(nil), // 18: google.cloud.aiplatform.v1beta1.CheckTrialEarlyStoppingStateMetatdata |
| (*StopTrialRequest)(nil), // 19: google.cloud.aiplatform.v1beta1.StopTrialRequest |
| (*ListOptimalTrialsRequest)(nil), // 20: google.cloud.aiplatform.v1beta1.ListOptimalTrialsRequest |
| (*ListOptimalTrialsResponse)(nil), // 21: google.cloud.aiplatform.v1beta1.ListOptimalTrialsResponse |
| (*Study)(nil), // 22: google.cloud.aiplatform.v1beta1.Study |
| (*TrialContext)(nil), // 23: google.cloud.aiplatform.v1beta1.TrialContext |
| (*Trial)(nil), // 24: google.cloud.aiplatform.v1beta1.Trial |
| (Study_State)(0), // 25: google.cloud.aiplatform.v1beta1.Study.State |
| (*timestamppb.Timestamp)(nil), // 26: google.protobuf.Timestamp |
| (*GenericOperationMetadata)(nil), // 27: google.cloud.aiplatform.v1beta1.GenericOperationMetadata |
| (*Measurement)(nil), // 28: google.cloud.aiplatform.v1beta1.Measurement |
| (*emptypb.Empty)(nil), // 29: google.protobuf.Empty |
| (*longrunningpb.Operation)(nil), // 30: google.longrunning.Operation |
| } |
| var file_google_cloud_aiplatform_v1beta1_vizier_service_proto_depIdxs = []int32{ |
| 22, // 0: google.cloud.aiplatform.v1beta1.CreateStudyRequest.study:type_name -> google.cloud.aiplatform.v1beta1.Study |
| 22, // 1: google.cloud.aiplatform.v1beta1.ListStudiesResponse.studies:type_name -> google.cloud.aiplatform.v1beta1.Study |
| 23, // 2: google.cloud.aiplatform.v1beta1.SuggestTrialsRequest.contexts:type_name -> google.cloud.aiplatform.v1beta1.TrialContext |
| 24, // 3: google.cloud.aiplatform.v1beta1.SuggestTrialsResponse.trials:type_name -> google.cloud.aiplatform.v1beta1.Trial |
| 25, // 4: google.cloud.aiplatform.v1beta1.SuggestTrialsResponse.study_state:type_name -> google.cloud.aiplatform.v1beta1.Study.State |
| 26, // 5: google.cloud.aiplatform.v1beta1.SuggestTrialsResponse.start_time:type_name -> google.protobuf.Timestamp |
| 26, // 6: google.cloud.aiplatform.v1beta1.SuggestTrialsResponse.end_time:type_name -> google.protobuf.Timestamp |
| 27, // 7: google.cloud.aiplatform.v1beta1.SuggestTrialsMetadata.generic_metadata:type_name -> google.cloud.aiplatform.v1beta1.GenericOperationMetadata |
| 24, // 8: google.cloud.aiplatform.v1beta1.CreateTrialRequest.trial:type_name -> google.cloud.aiplatform.v1beta1.Trial |
| 24, // 9: google.cloud.aiplatform.v1beta1.ListTrialsResponse.trials:type_name -> google.cloud.aiplatform.v1beta1.Trial |
| 28, // 10: google.cloud.aiplatform.v1beta1.AddTrialMeasurementRequest.measurement:type_name -> google.cloud.aiplatform.v1beta1.Measurement |
| 28, // 11: google.cloud.aiplatform.v1beta1.CompleteTrialRequest.final_measurement:type_name -> google.cloud.aiplatform.v1beta1.Measurement |
| 27, // 12: google.cloud.aiplatform.v1beta1.CheckTrialEarlyStoppingStateMetatdata.generic_metadata:type_name -> google.cloud.aiplatform.v1beta1.GenericOperationMetadata |
| 24, // 13: google.cloud.aiplatform.v1beta1.ListOptimalTrialsResponse.optimal_trials:type_name -> google.cloud.aiplatform.v1beta1.Trial |
| 1, // 14: google.cloud.aiplatform.v1beta1.VizierService.CreateStudy:input_type -> google.cloud.aiplatform.v1beta1.CreateStudyRequest |
| 0, // 15: google.cloud.aiplatform.v1beta1.VizierService.GetStudy:input_type -> google.cloud.aiplatform.v1beta1.GetStudyRequest |
| 2, // 16: google.cloud.aiplatform.v1beta1.VizierService.ListStudies:input_type -> google.cloud.aiplatform.v1beta1.ListStudiesRequest |
| 4, // 17: google.cloud.aiplatform.v1beta1.VizierService.DeleteStudy:input_type -> google.cloud.aiplatform.v1beta1.DeleteStudyRequest |
| 5, // 18: google.cloud.aiplatform.v1beta1.VizierService.LookupStudy:input_type -> google.cloud.aiplatform.v1beta1.LookupStudyRequest |
| 6, // 19: google.cloud.aiplatform.v1beta1.VizierService.SuggestTrials:input_type -> google.cloud.aiplatform.v1beta1.SuggestTrialsRequest |
| 9, // 20: google.cloud.aiplatform.v1beta1.VizierService.CreateTrial:input_type -> google.cloud.aiplatform.v1beta1.CreateTrialRequest |
| 10, // 21: google.cloud.aiplatform.v1beta1.VizierService.GetTrial:input_type -> google.cloud.aiplatform.v1beta1.GetTrialRequest |
| 11, // 22: google.cloud.aiplatform.v1beta1.VizierService.ListTrials:input_type -> google.cloud.aiplatform.v1beta1.ListTrialsRequest |
| 13, // 23: google.cloud.aiplatform.v1beta1.VizierService.AddTrialMeasurement:input_type -> google.cloud.aiplatform.v1beta1.AddTrialMeasurementRequest |
| 14, // 24: google.cloud.aiplatform.v1beta1.VizierService.CompleteTrial:input_type -> google.cloud.aiplatform.v1beta1.CompleteTrialRequest |
| 15, // 25: google.cloud.aiplatform.v1beta1.VizierService.DeleteTrial:input_type -> google.cloud.aiplatform.v1beta1.DeleteTrialRequest |
| 16, // 26: google.cloud.aiplatform.v1beta1.VizierService.CheckTrialEarlyStoppingState:input_type -> google.cloud.aiplatform.v1beta1.CheckTrialEarlyStoppingStateRequest |
| 19, // 27: google.cloud.aiplatform.v1beta1.VizierService.StopTrial:input_type -> google.cloud.aiplatform.v1beta1.StopTrialRequest |
| 20, // 28: google.cloud.aiplatform.v1beta1.VizierService.ListOptimalTrials:input_type -> google.cloud.aiplatform.v1beta1.ListOptimalTrialsRequest |
| 22, // 29: google.cloud.aiplatform.v1beta1.VizierService.CreateStudy:output_type -> google.cloud.aiplatform.v1beta1.Study |
| 22, // 30: google.cloud.aiplatform.v1beta1.VizierService.GetStudy:output_type -> google.cloud.aiplatform.v1beta1.Study |
| 3, // 31: google.cloud.aiplatform.v1beta1.VizierService.ListStudies:output_type -> google.cloud.aiplatform.v1beta1.ListStudiesResponse |
| 29, // 32: google.cloud.aiplatform.v1beta1.VizierService.DeleteStudy:output_type -> google.protobuf.Empty |
| 22, // 33: google.cloud.aiplatform.v1beta1.VizierService.LookupStudy:output_type -> google.cloud.aiplatform.v1beta1.Study |
| 30, // 34: google.cloud.aiplatform.v1beta1.VizierService.SuggestTrials:output_type -> google.longrunning.Operation |
| 24, // 35: google.cloud.aiplatform.v1beta1.VizierService.CreateTrial:output_type -> google.cloud.aiplatform.v1beta1.Trial |
| 24, // 36: google.cloud.aiplatform.v1beta1.VizierService.GetTrial:output_type -> google.cloud.aiplatform.v1beta1.Trial |
| 12, // 37: google.cloud.aiplatform.v1beta1.VizierService.ListTrials:output_type -> google.cloud.aiplatform.v1beta1.ListTrialsResponse |
| 24, // 38: google.cloud.aiplatform.v1beta1.VizierService.AddTrialMeasurement:output_type -> google.cloud.aiplatform.v1beta1.Trial |
| 24, // 39: google.cloud.aiplatform.v1beta1.VizierService.CompleteTrial:output_type -> google.cloud.aiplatform.v1beta1.Trial |
| 29, // 40: google.cloud.aiplatform.v1beta1.VizierService.DeleteTrial:output_type -> google.protobuf.Empty |
| 30, // 41: google.cloud.aiplatform.v1beta1.VizierService.CheckTrialEarlyStoppingState:output_type -> google.longrunning.Operation |
| 24, // 42: google.cloud.aiplatform.v1beta1.VizierService.StopTrial:output_type -> google.cloud.aiplatform.v1beta1.Trial |
| 21, // 43: google.cloud.aiplatform.v1beta1.VizierService.ListOptimalTrials:output_type -> google.cloud.aiplatform.v1beta1.ListOptimalTrialsResponse |
| 29, // [29:44] is the sub-list for method output_type |
| 14, // [14:29] is the sub-list for method input_type |
| 14, // [14:14] is the sub-list for extension type_name |
| 14, // [14:14] is the sub-list for extension extendee |
| 0, // [0:14] is the sub-list for field type_name |
| } |
| |
| func init() { file_google_cloud_aiplatform_v1beta1_vizier_service_proto_init() } |
| func file_google_cloud_aiplatform_v1beta1_vizier_service_proto_init() { |
| if File_google_cloud_aiplatform_v1beta1_vizier_service_proto != nil { |
| return |
| } |
| file_google_cloud_aiplatform_v1beta1_operation_proto_init() |
| file_google_cloud_aiplatform_v1beta1_study_proto_init() |
| if !protoimpl.UnsafeEnabled { |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*GetStudyRequest); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*CreateStudyRequest); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ListStudiesRequest); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ListStudiesResponse); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*DeleteStudyRequest); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*LookupStudyRequest); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*SuggestTrialsRequest); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*SuggestTrialsResponse); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[8].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*SuggestTrialsMetadata); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[9].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*CreateTrialRequest); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[10].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*GetTrialRequest); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[11].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ListTrialsRequest); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[12].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ListTrialsResponse); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[13].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*AddTrialMeasurementRequest); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[14].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*CompleteTrialRequest); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[15].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*DeleteTrialRequest); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[16].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*CheckTrialEarlyStoppingStateRequest); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[17].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*CheckTrialEarlyStoppingStateResponse); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[18].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*CheckTrialEarlyStoppingStateMetatdata); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[19].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*StopTrialRequest); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[20].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ListOptimalTrialsRequest); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes[21].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ListOptimalTrialsResponse); 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_aiplatform_v1beta1_vizier_service_proto_rawDesc, |
| NumEnums: 0, |
| NumMessages: 22, |
| NumExtensions: 0, |
| NumServices: 1, |
| }, |
| GoTypes: file_google_cloud_aiplatform_v1beta1_vizier_service_proto_goTypes, |
| DependencyIndexes: file_google_cloud_aiplatform_v1beta1_vizier_service_proto_depIdxs, |
| MessageInfos: file_google_cloud_aiplatform_v1beta1_vizier_service_proto_msgTypes, |
| }.Build() |
| File_google_cloud_aiplatform_v1beta1_vizier_service_proto = out.File |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_rawDesc = nil |
| file_google_cloud_aiplatform_v1beta1_vizier_service_proto_goTypes = nil |
| file_google_cloud_aiplatform_v1beta1_vizier_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 |
| |
| // VizierServiceClient is the client API for VizierService service. |
| // |
| // For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream. |
| type VizierServiceClient interface { |
| // Creates a Study. A resource name will be generated after creation of the |
| // Study. |
| CreateStudy(ctx context.Context, in *CreateStudyRequest, opts ...grpc.CallOption) (*Study, error) |
| // Gets a Study by name. |
| GetStudy(ctx context.Context, in *GetStudyRequest, opts ...grpc.CallOption) (*Study, error) |
| // Lists all the studies in a region for an associated project. |
| ListStudies(ctx context.Context, in *ListStudiesRequest, opts ...grpc.CallOption) (*ListStudiesResponse, error) |
| // Deletes a Study. |
| DeleteStudy(ctx context.Context, in *DeleteStudyRequest, opts ...grpc.CallOption) (*emptypb.Empty, error) |
| // Looks a study up using the user-defined display_name field instead of the |
| // fully qualified resource name. |
| LookupStudy(ctx context.Context, in *LookupStudyRequest, opts ...grpc.CallOption) (*Study, error) |
| // Adds one or more Trials to a Study, with parameter values |
| // suggested by Vertex AI Vizier. Returns a long-running |
| // operation associated with the generation of Trial suggestions. |
| // When this long-running operation succeeds, it will contain |
| // a |
| // [SuggestTrialsResponse][google.cloud.aiplatform.v1beta1.SuggestTrialsResponse]. |
| SuggestTrials(ctx context.Context, in *SuggestTrialsRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error) |
| // Adds a user provided Trial to a Study. |
| CreateTrial(ctx context.Context, in *CreateTrialRequest, opts ...grpc.CallOption) (*Trial, error) |
| // Gets a Trial. |
| GetTrial(ctx context.Context, in *GetTrialRequest, opts ...grpc.CallOption) (*Trial, error) |
| // Lists the Trials associated with a Study. |
| ListTrials(ctx context.Context, in *ListTrialsRequest, opts ...grpc.CallOption) (*ListTrialsResponse, error) |
| // Adds a measurement of the objective metrics to a Trial. This measurement |
| // is assumed to have been taken before the Trial is complete. |
| AddTrialMeasurement(ctx context.Context, in *AddTrialMeasurementRequest, opts ...grpc.CallOption) (*Trial, error) |
| // Marks a Trial as complete. |
| CompleteTrial(ctx context.Context, in *CompleteTrialRequest, opts ...grpc.CallOption) (*Trial, error) |
| // Deletes a Trial. |
| DeleteTrial(ctx context.Context, in *DeleteTrialRequest, opts ...grpc.CallOption) (*emptypb.Empty, error) |
| // Checks whether a Trial should stop or not. Returns a |
| // long-running operation. When the operation is successful, |
| // it will contain a |
| // [CheckTrialEarlyStoppingStateResponse][google.cloud.aiplatform.v1beta1.CheckTrialEarlyStoppingStateResponse]. |
| CheckTrialEarlyStoppingState(ctx context.Context, in *CheckTrialEarlyStoppingStateRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error) |
| // Stops a Trial. |
| StopTrial(ctx context.Context, in *StopTrialRequest, opts ...grpc.CallOption) (*Trial, error) |
| // Lists the pareto-optimal Trials for multi-objective Study or the |
| // optimal Trials for single-objective Study. The definition of |
| // pareto-optimal can be checked in wiki page. |
| // https://en.wikipedia.org/wiki/Pareto_efficiency |
| ListOptimalTrials(ctx context.Context, in *ListOptimalTrialsRequest, opts ...grpc.CallOption) (*ListOptimalTrialsResponse, error) |
| } |
| |
| type vizierServiceClient struct { |
| cc grpc.ClientConnInterface |
| } |
| |
| func NewVizierServiceClient(cc grpc.ClientConnInterface) VizierServiceClient { |
| return &vizierServiceClient{cc} |
| } |
| |
| func (c *vizierServiceClient) CreateStudy(ctx context.Context, in *CreateStudyRequest, opts ...grpc.CallOption) (*Study, error) { |
| out := new(Study) |
| err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1beta1.VizierService/CreateStudy", in, out, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return out, nil |
| } |
| |
| func (c *vizierServiceClient) GetStudy(ctx context.Context, in *GetStudyRequest, opts ...grpc.CallOption) (*Study, error) { |
| out := new(Study) |
| err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1beta1.VizierService/GetStudy", in, out, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return out, nil |
| } |
| |
| func (c *vizierServiceClient) ListStudies(ctx context.Context, in *ListStudiesRequest, opts ...grpc.CallOption) (*ListStudiesResponse, error) { |
| out := new(ListStudiesResponse) |
| err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1beta1.VizierService/ListStudies", in, out, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return out, nil |
| } |
| |
| func (c *vizierServiceClient) DeleteStudy(ctx context.Context, in *DeleteStudyRequest, opts ...grpc.CallOption) (*emptypb.Empty, error) { |
| out := new(emptypb.Empty) |
| err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1beta1.VizierService/DeleteStudy", in, out, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return out, nil |
| } |
| |
| func (c *vizierServiceClient) LookupStudy(ctx context.Context, in *LookupStudyRequest, opts ...grpc.CallOption) (*Study, error) { |
| out := new(Study) |
| err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1beta1.VizierService/LookupStudy", in, out, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return out, nil |
| } |
| |
| func (c *vizierServiceClient) SuggestTrials(ctx context.Context, in *SuggestTrialsRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error) { |
| out := new(longrunningpb.Operation) |
| err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1beta1.VizierService/SuggestTrials", in, out, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return out, nil |
| } |
| |
| func (c *vizierServiceClient) CreateTrial(ctx context.Context, in *CreateTrialRequest, opts ...grpc.CallOption) (*Trial, error) { |
| out := new(Trial) |
| err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1beta1.VizierService/CreateTrial", in, out, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return out, nil |
| } |
| |
| func (c *vizierServiceClient) GetTrial(ctx context.Context, in *GetTrialRequest, opts ...grpc.CallOption) (*Trial, error) { |
| out := new(Trial) |
| err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1beta1.VizierService/GetTrial", in, out, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return out, nil |
| } |
| |
| func (c *vizierServiceClient) ListTrials(ctx context.Context, in *ListTrialsRequest, opts ...grpc.CallOption) (*ListTrialsResponse, error) { |
| out := new(ListTrialsResponse) |
| err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1beta1.VizierService/ListTrials", in, out, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return out, nil |
| } |
| |
| func (c *vizierServiceClient) AddTrialMeasurement(ctx context.Context, in *AddTrialMeasurementRequest, opts ...grpc.CallOption) (*Trial, error) { |
| out := new(Trial) |
| err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1beta1.VizierService/AddTrialMeasurement", in, out, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return out, nil |
| } |
| |
| func (c *vizierServiceClient) CompleteTrial(ctx context.Context, in *CompleteTrialRequest, opts ...grpc.CallOption) (*Trial, error) { |
| out := new(Trial) |
| err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1beta1.VizierService/CompleteTrial", in, out, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return out, nil |
| } |
| |
| func (c *vizierServiceClient) DeleteTrial(ctx context.Context, in *DeleteTrialRequest, opts ...grpc.CallOption) (*emptypb.Empty, error) { |
| out := new(emptypb.Empty) |
| err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1beta1.VizierService/DeleteTrial", in, out, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return out, nil |
| } |
| |
| func (c *vizierServiceClient) CheckTrialEarlyStoppingState(ctx context.Context, in *CheckTrialEarlyStoppingStateRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error) { |
| out := new(longrunningpb.Operation) |
| err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1beta1.VizierService/CheckTrialEarlyStoppingState", in, out, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return out, nil |
| } |
| |
| func (c *vizierServiceClient) StopTrial(ctx context.Context, in *StopTrialRequest, opts ...grpc.CallOption) (*Trial, error) { |
| out := new(Trial) |
| err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1beta1.VizierService/StopTrial", in, out, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return out, nil |
| } |
| |
| func (c *vizierServiceClient) ListOptimalTrials(ctx context.Context, in *ListOptimalTrialsRequest, opts ...grpc.CallOption) (*ListOptimalTrialsResponse, error) { |
| out := new(ListOptimalTrialsResponse) |
| err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1beta1.VizierService/ListOptimalTrials", in, out, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return out, nil |
| } |
| |
| // VizierServiceServer is the server API for VizierService service. |
| type VizierServiceServer interface { |
| // Creates a Study. A resource name will be generated after creation of the |
| // Study. |
| CreateStudy(context.Context, *CreateStudyRequest) (*Study, error) |
| // Gets a Study by name. |
| GetStudy(context.Context, *GetStudyRequest) (*Study, error) |
| // Lists all the studies in a region for an associated project. |
| ListStudies(context.Context, *ListStudiesRequest) (*ListStudiesResponse, error) |
| // Deletes a Study. |
| DeleteStudy(context.Context, *DeleteStudyRequest) (*emptypb.Empty, error) |
| // Looks a study up using the user-defined display_name field instead of the |
| // fully qualified resource name. |
| LookupStudy(context.Context, *LookupStudyRequest) (*Study, error) |
| // Adds one or more Trials to a Study, with parameter values |
| // suggested by Vertex AI Vizier. Returns a long-running |
| // operation associated with the generation of Trial suggestions. |
| // When this long-running operation succeeds, it will contain |
| // a |
| // [SuggestTrialsResponse][google.cloud.aiplatform.v1beta1.SuggestTrialsResponse]. |
| SuggestTrials(context.Context, *SuggestTrialsRequest) (*longrunningpb.Operation, error) |
| // Adds a user provided Trial to a Study. |
| CreateTrial(context.Context, *CreateTrialRequest) (*Trial, error) |
| // Gets a Trial. |
| GetTrial(context.Context, *GetTrialRequest) (*Trial, error) |
| // Lists the Trials associated with a Study. |
| ListTrials(context.Context, *ListTrialsRequest) (*ListTrialsResponse, error) |
| // Adds a measurement of the objective metrics to a Trial. This measurement |
| // is assumed to have been taken before the Trial is complete. |
| AddTrialMeasurement(context.Context, *AddTrialMeasurementRequest) (*Trial, error) |
| // Marks a Trial as complete. |
| CompleteTrial(context.Context, *CompleteTrialRequest) (*Trial, error) |
| // Deletes a Trial. |
| DeleteTrial(context.Context, *DeleteTrialRequest) (*emptypb.Empty, error) |
| // Checks whether a Trial should stop or not. Returns a |
| // long-running operation. When the operation is successful, |
| // it will contain a |
| // [CheckTrialEarlyStoppingStateResponse][google.cloud.aiplatform.v1beta1.CheckTrialEarlyStoppingStateResponse]. |
| CheckTrialEarlyStoppingState(context.Context, *CheckTrialEarlyStoppingStateRequest) (*longrunningpb.Operation, error) |
| // Stops a Trial. |
| StopTrial(context.Context, *StopTrialRequest) (*Trial, error) |
| // Lists the pareto-optimal Trials for multi-objective Study or the |
| // optimal Trials for single-objective Study. The definition of |
| // pareto-optimal can be checked in wiki page. |
| // https://en.wikipedia.org/wiki/Pareto_efficiency |
| ListOptimalTrials(context.Context, *ListOptimalTrialsRequest) (*ListOptimalTrialsResponse, error) |
| } |
| |
| // UnimplementedVizierServiceServer can be embedded to have forward compatible implementations. |
| type UnimplementedVizierServiceServer struct { |
| } |
| |
| func (*UnimplementedVizierServiceServer) CreateStudy(context.Context, *CreateStudyRequest) (*Study, error) { |
| return nil, status.Errorf(codes.Unimplemented, "method CreateStudy not implemented") |
| } |
| func (*UnimplementedVizierServiceServer) GetStudy(context.Context, *GetStudyRequest) (*Study, error) { |
| return nil, status.Errorf(codes.Unimplemented, "method GetStudy not implemented") |
| } |
| func (*UnimplementedVizierServiceServer) ListStudies(context.Context, *ListStudiesRequest) (*ListStudiesResponse, error) { |
| return nil, status.Errorf(codes.Unimplemented, "method ListStudies not implemented") |
| } |
| func (*UnimplementedVizierServiceServer) DeleteStudy(context.Context, *DeleteStudyRequest) (*emptypb.Empty, error) { |
| return nil, status.Errorf(codes.Unimplemented, "method DeleteStudy not implemented") |
| } |
| func (*UnimplementedVizierServiceServer) LookupStudy(context.Context, *LookupStudyRequest) (*Study, error) { |
| return nil, status.Errorf(codes.Unimplemented, "method LookupStudy not implemented") |
| } |
| func (*UnimplementedVizierServiceServer) SuggestTrials(context.Context, *SuggestTrialsRequest) (*longrunningpb.Operation, error) { |
| return nil, status.Errorf(codes.Unimplemented, "method SuggestTrials not implemented") |
| } |
| func (*UnimplementedVizierServiceServer) CreateTrial(context.Context, *CreateTrialRequest) (*Trial, error) { |
| return nil, status.Errorf(codes.Unimplemented, "method CreateTrial not implemented") |
| } |
| func (*UnimplementedVizierServiceServer) GetTrial(context.Context, *GetTrialRequest) (*Trial, error) { |
| return nil, status.Errorf(codes.Unimplemented, "method GetTrial not implemented") |
| } |
| func (*UnimplementedVizierServiceServer) ListTrials(context.Context, *ListTrialsRequest) (*ListTrialsResponse, error) { |
| return nil, status.Errorf(codes.Unimplemented, "method ListTrials not implemented") |
| } |
| func (*UnimplementedVizierServiceServer) AddTrialMeasurement(context.Context, *AddTrialMeasurementRequest) (*Trial, error) { |
| return nil, status.Errorf(codes.Unimplemented, "method AddTrialMeasurement not implemented") |
| } |
| func (*UnimplementedVizierServiceServer) CompleteTrial(context.Context, *CompleteTrialRequest) (*Trial, error) { |
| return nil, status.Errorf(codes.Unimplemented, "method CompleteTrial not implemented") |
| } |
| func (*UnimplementedVizierServiceServer) DeleteTrial(context.Context, *DeleteTrialRequest) (*emptypb.Empty, error) { |
| return nil, status.Errorf(codes.Unimplemented, "method DeleteTrial not implemented") |
| } |
| func (*UnimplementedVizierServiceServer) CheckTrialEarlyStoppingState(context.Context, *CheckTrialEarlyStoppingStateRequest) (*longrunningpb.Operation, error) { |
| return nil, status.Errorf(codes.Unimplemented, "method CheckTrialEarlyStoppingState not implemented") |
| } |
| func (*UnimplementedVizierServiceServer) StopTrial(context.Context, *StopTrialRequest) (*Trial, error) { |
| return nil, status.Errorf(codes.Unimplemented, "method StopTrial not implemented") |
| } |
| func (*UnimplementedVizierServiceServer) ListOptimalTrials(context.Context, *ListOptimalTrialsRequest) (*ListOptimalTrialsResponse, error) { |
| return nil, status.Errorf(codes.Unimplemented, "method ListOptimalTrials not implemented") |
| } |
| |
| func RegisterVizierServiceServer(s *grpc.Server, srv VizierServiceServer) { |
| s.RegisterService(&_VizierService_serviceDesc, srv) |
| } |
| |
| func _VizierService_CreateStudy_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { |
| in := new(CreateStudyRequest) |
| if err := dec(in); err != nil { |
| return nil, err |
| } |
| if interceptor == nil { |
| return srv.(VizierServiceServer).CreateStudy(ctx, in) |
| } |
| info := &grpc.UnaryServerInfo{ |
| Server: srv, |
| FullMethod: "/google.cloud.aiplatform.v1beta1.VizierService/CreateStudy", |
| } |
| handler := func(ctx context.Context, req interface{}) (interface{}, error) { |
| return srv.(VizierServiceServer).CreateStudy(ctx, req.(*CreateStudyRequest)) |
| } |
| return interceptor(ctx, in, info, handler) |
| } |
| |
| func _VizierService_GetStudy_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { |
| in := new(GetStudyRequest) |
| if err := dec(in); err != nil { |
| return nil, err |
| } |
| if interceptor == nil { |
| return srv.(VizierServiceServer).GetStudy(ctx, in) |
| } |
| info := &grpc.UnaryServerInfo{ |
| Server: srv, |
| FullMethod: "/google.cloud.aiplatform.v1beta1.VizierService/GetStudy", |
| } |
| handler := func(ctx context.Context, req interface{}) (interface{}, error) { |
| return srv.(VizierServiceServer).GetStudy(ctx, req.(*GetStudyRequest)) |
| } |
| return interceptor(ctx, in, info, handler) |
| } |
| |
| func _VizierService_ListStudies_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { |
| in := new(ListStudiesRequest) |
| if err := dec(in); err != nil { |
| return nil, err |
| } |
| if interceptor == nil { |
| return srv.(VizierServiceServer).ListStudies(ctx, in) |
| } |
| info := &grpc.UnaryServerInfo{ |
| Server: srv, |
| FullMethod: "/google.cloud.aiplatform.v1beta1.VizierService/ListStudies", |
| } |
| handler := func(ctx context.Context, req interface{}) (interface{}, error) { |
| return srv.(VizierServiceServer).ListStudies(ctx, req.(*ListStudiesRequest)) |
| } |
| return interceptor(ctx, in, info, handler) |
| } |
| |
| func _VizierService_DeleteStudy_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { |
| in := new(DeleteStudyRequest) |
| if err := dec(in); err != nil { |
| return nil, err |
| } |
| if interceptor == nil { |
| return srv.(VizierServiceServer).DeleteStudy(ctx, in) |
| } |
| info := &grpc.UnaryServerInfo{ |
| Server: srv, |
| FullMethod: "/google.cloud.aiplatform.v1beta1.VizierService/DeleteStudy", |
| } |
| handler := func(ctx context.Context, req interface{}) (interface{}, error) { |
| return srv.(VizierServiceServer).DeleteStudy(ctx, req.(*DeleteStudyRequest)) |
| } |
| return interceptor(ctx, in, info, handler) |
| } |
| |
| func _VizierService_LookupStudy_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { |
| in := new(LookupStudyRequest) |
| if err := dec(in); err != nil { |
| return nil, err |
| } |
| if interceptor == nil { |
| return srv.(VizierServiceServer).LookupStudy(ctx, in) |
| } |
| info := &grpc.UnaryServerInfo{ |
| Server: srv, |
| FullMethod: "/google.cloud.aiplatform.v1beta1.VizierService/LookupStudy", |
| } |
| handler := func(ctx context.Context, req interface{}) (interface{}, error) { |
| return srv.(VizierServiceServer).LookupStudy(ctx, req.(*LookupStudyRequest)) |
| } |
| return interceptor(ctx, in, info, handler) |
| } |
| |
| func _VizierService_SuggestTrials_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { |
| in := new(SuggestTrialsRequest) |
| if err := dec(in); err != nil { |
| return nil, err |
| } |
| if interceptor == nil { |
| return srv.(VizierServiceServer).SuggestTrials(ctx, in) |
| } |
| info := &grpc.UnaryServerInfo{ |
| Server: srv, |
| FullMethod: "/google.cloud.aiplatform.v1beta1.VizierService/SuggestTrials", |
| } |
| handler := func(ctx context.Context, req interface{}) (interface{}, error) { |
| return srv.(VizierServiceServer).SuggestTrials(ctx, req.(*SuggestTrialsRequest)) |
| } |
| return interceptor(ctx, in, info, handler) |
| } |
| |
| func _VizierService_CreateTrial_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { |
| in := new(CreateTrialRequest) |
| if err := dec(in); err != nil { |
| return nil, err |
| } |
| if interceptor == nil { |
| return srv.(VizierServiceServer).CreateTrial(ctx, in) |
| } |
| info := &grpc.UnaryServerInfo{ |
| Server: srv, |
| FullMethod: "/google.cloud.aiplatform.v1beta1.VizierService/CreateTrial", |
| } |
| handler := func(ctx context.Context, req interface{}) (interface{}, error) { |
| return srv.(VizierServiceServer).CreateTrial(ctx, req.(*CreateTrialRequest)) |
| } |
| return interceptor(ctx, in, info, handler) |
| } |
| |
| func _VizierService_GetTrial_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { |
| in := new(GetTrialRequest) |
| if err := dec(in); err != nil { |
| return nil, err |
| } |
| if interceptor == nil { |
| return srv.(VizierServiceServer).GetTrial(ctx, in) |
| } |
| info := &grpc.UnaryServerInfo{ |
| Server: srv, |
| FullMethod: "/google.cloud.aiplatform.v1beta1.VizierService/GetTrial", |
| } |
| handler := func(ctx context.Context, req interface{}) (interface{}, error) { |
| return srv.(VizierServiceServer).GetTrial(ctx, req.(*GetTrialRequest)) |
| } |
| return interceptor(ctx, in, info, handler) |
| } |
| |
| func _VizierService_ListTrials_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { |
| in := new(ListTrialsRequest) |
| if err := dec(in); err != nil { |
| return nil, err |
| } |
| if interceptor == nil { |
| return srv.(VizierServiceServer).ListTrials(ctx, in) |
| } |
| info := &grpc.UnaryServerInfo{ |
| Server: srv, |
| FullMethod: "/google.cloud.aiplatform.v1beta1.VizierService/ListTrials", |
| } |
| handler := func(ctx context.Context, req interface{}) (interface{}, error) { |
| return srv.(VizierServiceServer).ListTrials(ctx, req.(*ListTrialsRequest)) |
| } |
| return interceptor(ctx, in, info, handler) |
| } |
| |
| func _VizierService_AddTrialMeasurement_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { |
| in := new(AddTrialMeasurementRequest) |
| if err := dec(in); err != nil { |
| return nil, err |
| } |
| if interceptor == nil { |
| return srv.(VizierServiceServer).AddTrialMeasurement(ctx, in) |
| } |
| info := &grpc.UnaryServerInfo{ |
| Server: srv, |
| FullMethod: "/google.cloud.aiplatform.v1beta1.VizierService/AddTrialMeasurement", |
| } |
| handler := func(ctx context.Context, req interface{}) (interface{}, error) { |
| return srv.(VizierServiceServer).AddTrialMeasurement(ctx, req.(*AddTrialMeasurementRequest)) |
| } |
| return interceptor(ctx, in, info, handler) |
| } |
| |
| func _VizierService_CompleteTrial_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { |
| in := new(CompleteTrialRequest) |
| if err := dec(in); err != nil { |
| return nil, err |
| } |
| if interceptor == nil { |
| return srv.(VizierServiceServer).CompleteTrial(ctx, in) |
| } |
| info := &grpc.UnaryServerInfo{ |
| Server: srv, |
| FullMethod: "/google.cloud.aiplatform.v1beta1.VizierService/CompleteTrial", |
| } |
| handler := func(ctx context.Context, req interface{}) (interface{}, error) { |
| return srv.(VizierServiceServer).CompleteTrial(ctx, req.(*CompleteTrialRequest)) |
| } |
| return interceptor(ctx, in, info, handler) |
| } |
| |
| func _VizierService_DeleteTrial_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { |
| in := new(DeleteTrialRequest) |
| if err := dec(in); err != nil { |
| return nil, err |
| } |
| if interceptor == nil { |
| return srv.(VizierServiceServer).DeleteTrial(ctx, in) |
| } |
| info := &grpc.UnaryServerInfo{ |
| Server: srv, |
| FullMethod: "/google.cloud.aiplatform.v1beta1.VizierService/DeleteTrial", |
| } |
| handler := func(ctx context.Context, req interface{}) (interface{}, error) { |
| return srv.(VizierServiceServer).DeleteTrial(ctx, req.(*DeleteTrialRequest)) |
| } |
| return interceptor(ctx, in, info, handler) |
| } |
| |
| func _VizierService_CheckTrialEarlyStoppingState_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { |
| in := new(CheckTrialEarlyStoppingStateRequest) |
| if err := dec(in); err != nil { |
| return nil, err |
| } |
| if interceptor == nil { |
| return srv.(VizierServiceServer).CheckTrialEarlyStoppingState(ctx, in) |
| } |
| info := &grpc.UnaryServerInfo{ |
| Server: srv, |
| FullMethod: "/google.cloud.aiplatform.v1beta1.VizierService/CheckTrialEarlyStoppingState", |
| } |
| handler := func(ctx context.Context, req interface{}) (interface{}, error) { |
| return srv.(VizierServiceServer).CheckTrialEarlyStoppingState(ctx, req.(*CheckTrialEarlyStoppingStateRequest)) |
| } |
| return interceptor(ctx, in, info, handler) |
| } |
| |
| func _VizierService_StopTrial_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { |
| in := new(StopTrialRequest) |
| if err := dec(in); err != nil { |
| return nil, err |
| } |
| if interceptor == nil { |
| return srv.(VizierServiceServer).StopTrial(ctx, in) |
| } |
| info := &grpc.UnaryServerInfo{ |
| Server: srv, |
| FullMethod: "/google.cloud.aiplatform.v1beta1.VizierService/StopTrial", |
| } |
| handler := func(ctx context.Context, req interface{}) (interface{}, error) { |
| return srv.(VizierServiceServer).StopTrial(ctx, req.(*StopTrialRequest)) |
| } |
| return interceptor(ctx, in, info, handler) |
| } |
| |
| func _VizierService_ListOptimalTrials_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { |
| in := new(ListOptimalTrialsRequest) |
| if err := dec(in); err != nil { |
| return nil, err |
| } |
| if interceptor == nil { |
| return srv.(VizierServiceServer).ListOptimalTrials(ctx, in) |
| } |
| info := &grpc.UnaryServerInfo{ |
| Server: srv, |
| FullMethod: "/google.cloud.aiplatform.v1beta1.VizierService/ListOptimalTrials", |
| } |
| handler := func(ctx context.Context, req interface{}) (interface{}, error) { |
| return srv.(VizierServiceServer).ListOptimalTrials(ctx, req.(*ListOptimalTrialsRequest)) |
| } |
| return interceptor(ctx, in, info, handler) |
| } |
| |
| var _VizierService_serviceDesc = grpc.ServiceDesc{ |
| ServiceName: "google.cloud.aiplatform.v1beta1.VizierService", |
| HandlerType: (*VizierServiceServer)(nil), |
| Methods: []grpc.MethodDesc{ |
| { |
| MethodName: "CreateStudy", |
| Handler: _VizierService_CreateStudy_Handler, |
| }, |
| { |
| MethodName: "GetStudy", |
| Handler: _VizierService_GetStudy_Handler, |
| }, |
| { |
| MethodName: "ListStudies", |
| Handler: _VizierService_ListStudies_Handler, |
| }, |
| { |
| MethodName: "DeleteStudy", |
| Handler: _VizierService_DeleteStudy_Handler, |
| }, |
| { |
| MethodName: "LookupStudy", |
| Handler: _VizierService_LookupStudy_Handler, |
| }, |
| { |
| MethodName: "SuggestTrials", |
| Handler: _VizierService_SuggestTrials_Handler, |
| }, |
| { |
| MethodName: "CreateTrial", |
| Handler: _VizierService_CreateTrial_Handler, |
| }, |
| { |
| MethodName: "GetTrial", |
| Handler: _VizierService_GetTrial_Handler, |
| }, |
| { |
| MethodName: "ListTrials", |
| Handler: _VizierService_ListTrials_Handler, |
| }, |
| { |
| MethodName: "AddTrialMeasurement", |
| Handler: _VizierService_AddTrialMeasurement_Handler, |
| }, |
| { |
| MethodName: "CompleteTrial", |
| Handler: _VizierService_CompleteTrial_Handler, |
| }, |
| { |
| MethodName: "DeleteTrial", |
| Handler: _VizierService_DeleteTrial_Handler, |
| }, |
| { |
| MethodName: "CheckTrialEarlyStoppingState", |
| Handler: _VizierService_CheckTrialEarlyStoppingState_Handler, |
| }, |
| { |
| MethodName: "StopTrial", |
| Handler: _VizierService_StopTrial_Handler, |
| }, |
| { |
| MethodName: "ListOptimalTrials", |
| Handler: _VizierService_ListOptimalTrials_Handler, |
| }, |
| }, |
| Streams: []grpc.StreamDesc{}, |
| Metadata: "google/cloud/aiplatform/v1beta1/vizier_service.proto", |
| } |
