/
vizier_service.pb.go
executable file
·2901 lines (2652 loc) · 130 KB
/
vizier_service.pb.go
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// 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 v1.32.0
// protoc v4.25.2
// 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)