| // 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/v1/hyperparameter_tuning_job.proto |
| |
| package aiplatformpb |
| |
| import ( |
| reflect "reflect" |
| sync "sync" |
| |
| _ "google.golang.org/genproto/googleapis/api/annotations" |
| status "google.golang.org/genproto/googleapis/rpc/status" |
| protoreflect "google.golang.org/protobuf/reflect/protoreflect" |
| protoimpl "google.golang.org/protobuf/runtime/protoimpl" |
| 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) |
| ) |
| |
| // Represents a HyperparameterTuningJob. A HyperparameterTuningJob |
| // has a Study specification and multiple CustomJobs with identical |
| // CustomJob specification. |
| type HyperparameterTuningJob struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Output only. Resource name of the HyperparameterTuningJob. |
| Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` |
| // Required. The display name of the HyperparameterTuningJob. |
| // The name can be up to 128 characters long and can consist of any UTF-8 |
| // characters. |
| DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"` |
| // Required. Study configuration of the HyperparameterTuningJob. |
| StudySpec *StudySpec `protobuf:"bytes,4,opt,name=study_spec,json=studySpec,proto3" json:"study_spec,omitempty"` |
| // Required. The desired total number of Trials. |
| MaxTrialCount int32 `protobuf:"varint,5,opt,name=max_trial_count,json=maxTrialCount,proto3" json:"max_trial_count,omitempty"` |
| // Required. The desired number of Trials to run in parallel. |
| ParallelTrialCount int32 `protobuf:"varint,6,opt,name=parallel_trial_count,json=parallelTrialCount,proto3" json:"parallel_trial_count,omitempty"` |
| // The number of failed Trials that need to be seen before failing |
| // the HyperparameterTuningJob. |
| // |
| // If set to 0, Vertex AI decides how many Trials must fail |
| // before the whole job fails. |
| MaxFailedTrialCount int32 `protobuf:"varint,7,opt,name=max_failed_trial_count,json=maxFailedTrialCount,proto3" json:"max_failed_trial_count,omitempty"` |
| // Required. The spec of a trial job. The same spec applies to the CustomJobs |
| // created in all the trials. |
| TrialJobSpec *CustomJobSpec `protobuf:"bytes,8,opt,name=trial_job_spec,json=trialJobSpec,proto3" json:"trial_job_spec,omitempty"` |
| // Output only. Trials of the HyperparameterTuningJob. |
| Trials []*Trial `protobuf:"bytes,9,rep,name=trials,proto3" json:"trials,omitempty"` |
| // Output only. The detailed state of the job. |
| State JobState `protobuf:"varint,10,opt,name=state,proto3,enum=google.cloud.aiplatform.v1.JobState" json:"state,omitempty"` |
| // Output only. Time when the HyperparameterTuningJob was created. |
| CreateTime *timestamppb.Timestamp `protobuf:"bytes,11,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` |
| // Output only. Time when the HyperparameterTuningJob for the first time |
| // entered the `JOB_STATE_RUNNING` state. |
| StartTime *timestamppb.Timestamp `protobuf:"bytes,12,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"` |
| // Output only. Time when the HyperparameterTuningJob entered any of the |
| // following states: `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED`, |
| // `JOB_STATE_CANCELLED`. |
| EndTime *timestamppb.Timestamp `protobuf:"bytes,13,opt,name=end_time,json=endTime,proto3" json:"end_time,omitempty"` |
| // Output only. Time when the HyperparameterTuningJob was most recently |
| // updated. |
| UpdateTime *timestamppb.Timestamp `protobuf:"bytes,14,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"` |
| // Output only. Only populated when job's state is JOB_STATE_FAILED or |
| // JOB_STATE_CANCELLED. |
| Error *status.Status `protobuf:"bytes,15,opt,name=error,proto3" json:"error,omitempty"` |
| // The labels with user-defined metadata to organize HyperparameterTuningJobs. |
| // |
| // Label keys and values can be no longer than 64 characters |
| // (Unicode codepoints), can only contain lowercase letters, numeric |
| // characters, underscores and dashes. International characters are allowed. |
| // |
| // See https://goo.gl/xmQnxf for more information and examples of labels. |
| Labels map[string]string `protobuf:"bytes,16,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` |
| // Customer-managed encryption key options for a HyperparameterTuningJob. |
| // If this is set, then all resources created by the HyperparameterTuningJob |
| // will be encrypted with the provided encryption key. |
| EncryptionSpec *EncryptionSpec `protobuf:"bytes,17,opt,name=encryption_spec,json=encryptionSpec,proto3" json:"encryption_spec,omitempty"` |
| } |
| |
| func (x *HyperparameterTuningJob) Reset() { |
| *x = HyperparameterTuningJob{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_msgTypes[0] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *HyperparameterTuningJob) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*HyperparameterTuningJob) ProtoMessage() {} |
| |
| func (x *HyperparameterTuningJob) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_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 HyperparameterTuningJob.ProtoReflect.Descriptor instead. |
| func (*HyperparameterTuningJob) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_rawDescGZIP(), []int{0} |
| } |
| |
| func (x *HyperparameterTuningJob) GetName() string { |
| if x != nil { |
| return x.Name |
| } |
| return "" |
| } |
| |
| func (x *HyperparameterTuningJob) GetDisplayName() string { |
| if x != nil { |
| return x.DisplayName |
| } |
| return "" |
| } |
| |
| func (x *HyperparameterTuningJob) GetStudySpec() *StudySpec { |
| if x != nil { |
| return x.StudySpec |
| } |
| return nil |
| } |
| |
| func (x *HyperparameterTuningJob) GetMaxTrialCount() int32 { |
| if x != nil { |
| return x.MaxTrialCount |
| } |
| return 0 |
| } |
| |
| func (x *HyperparameterTuningJob) GetParallelTrialCount() int32 { |
| if x != nil { |
| return x.ParallelTrialCount |
| } |
| return 0 |
| } |
| |
| func (x *HyperparameterTuningJob) GetMaxFailedTrialCount() int32 { |
| if x != nil { |
| return x.MaxFailedTrialCount |
| } |
| return 0 |
| } |
| |
| func (x *HyperparameterTuningJob) GetTrialJobSpec() *CustomJobSpec { |
| if x != nil { |
| return x.TrialJobSpec |
| } |
| return nil |
| } |
| |
| func (x *HyperparameterTuningJob) GetTrials() []*Trial { |
| if x != nil { |
| return x.Trials |
| } |
| return nil |
| } |
| |
| func (x *HyperparameterTuningJob) GetState() JobState { |
| if x != nil { |
| return x.State |
| } |
| return JobState_JOB_STATE_UNSPECIFIED |
| } |
| |
| func (x *HyperparameterTuningJob) GetCreateTime() *timestamppb.Timestamp { |
| if x != nil { |
| return x.CreateTime |
| } |
| return nil |
| } |
| |
| func (x *HyperparameterTuningJob) GetStartTime() *timestamppb.Timestamp { |
| if x != nil { |
| return x.StartTime |
| } |
| return nil |
| } |
| |
| func (x *HyperparameterTuningJob) GetEndTime() *timestamppb.Timestamp { |
| if x != nil { |
| return x.EndTime |
| } |
| return nil |
| } |
| |
| func (x *HyperparameterTuningJob) GetUpdateTime() *timestamppb.Timestamp { |
| if x != nil { |
| return x.UpdateTime |
| } |
| return nil |
| } |
| |
| func (x *HyperparameterTuningJob) GetError() *status.Status { |
| if x != nil { |
| return x.Error |
| } |
| return nil |
| } |
| |
| func (x *HyperparameterTuningJob) GetLabels() map[string]string { |
| if x != nil { |
| return x.Labels |
| } |
| return nil |
| } |
| |
| func (x *HyperparameterTuningJob) GetEncryptionSpec() *EncryptionSpec { |
| if x != nil { |
| return x.EncryptionSpec |
| } |
| return nil |
| } |
| |
| var File_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto protoreflect.FileDescriptor |
| |
| var file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_rawDesc = []byte{ |
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| } |
| |
| var ( |
| file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_rawDescOnce sync.Once |
| file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_rawDescData = file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_rawDesc |
| ) |
| |
| func file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_rawDescGZIP() []byte { |
| file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_rawDescOnce.Do(func() { |
| file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_rawDescData) |
| }) |
| return file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_rawDescData |
| } |
| |
| var file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_msgTypes = make([]protoimpl.MessageInfo, 2) |
| var file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_goTypes = []interface{}{ |
| (*HyperparameterTuningJob)(nil), // 0: google.cloud.aiplatform.v1.HyperparameterTuningJob |
| nil, // 1: google.cloud.aiplatform.v1.HyperparameterTuningJob.LabelsEntry |
| (*StudySpec)(nil), // 2: google.cloud.aiplatform.v1.StudySpec |
| (*CustomJobSpec)(nil), // 3: google.cloud.aiplatform.v1.CustomJobSpec |
| (*Trial)(nil), // 4: google.cloud.aiplatform.v1.Trial |
| (JobState)(0), // 5: google.cloud.aiplatform.v1.JobState |
| (*timestamppb.Timestamp)(nil), // 6: google.protobuf.Timestamp |
| (*status.Status)(nil), // 7: google.rpc.Status |
| (*EncryptionSpec)(nil), // 8: google.cloud.aiplatform.v1.EncryptionSpec |
| } |
| var file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_depIdxs = []int32{ |
| 2, // 0: google.cloud.aiplatform.v1.HyperparameterTuningJob.study_spec:type_name -> google.cloud.aiplatform.v1.StudySpec |
| 3, // 1: google.cloud.aiplatform.v1.HyperparameterTuningJob.trial_job_spec:type_name -> google.cloud.aiplatform.v1.CustomJobSpec |
| 4, // 2: google.cloud.aiplatform.v1.HyperparameterTuningJob.trials:type_name -> google.cloud.aiplatform.v1.Trial |
| 5, // 3: google.cloud.aiplatform.v1.HyperparameterTuningJob.state:type_name -> google.cloud.aiplatform.v1.JobState |
| 6, // 4: google.cloud.aiplatform.v1.HyperparameterTuningJob.create_time:type_name -> google.protobuf.Timestamp |
| 6, // 5: google.cloud.aiplatform.v1.HyperparameterTuningJob.start_time:type_name -> google.protobuf.Timestamp |
| 6, // 6: google.cloud.aiplatform.v1.HyperparameterTuningJob.end_time:type_name -> google.protobuf.Timestamp |
| 6, // 7: google.cloud.aiplatform.v1.HyperparameterTuningJob.update_time:type_name -> google.protobuf.Timestamp |
| 7, // 8: google.cloud.aiplatform.v1.HyperparameterTuningJob.error:type_name -> google.rpc.Status |
| 1, // 9: google.cloud.aiplatform.v1.HyperparameterTuningJob.labels:type_name -> google.cloud.aiplatform.v1.HyperparameterTuningJob.LabelsEntry |
| 8, // 10: google.cloud.aiplatform.v1.HyperparameterTuningJob.encryption_spec:type_name -> google.cloud.aiplatform.v1.EncryptionSpec |
| 11, // [11:11] is the sub-list for method output_type |
| 11, // [11:11] is the sub-list for method input_type |
| 11, // [11:11] is the sub-list for extension type_name |
| 11, // [11:11] is the sub-list for extension extendee |
| 0, // [0:11] is the sub-list for field type_name |
| } |
| |
| func init() { file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_init() } |
| func file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_init() { |
| if File_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto != nil { |
| return |
| } |
| file_google_cloud_aiplatform_v1_custom_job_proto_init() |
| file_google_cloud_aiplatform_v1_encryption_spec_proto_init() |
| file_google_cloud_aiplatform_v1_job_state_proto_init() |
| file_google_cloud_aiplatform_v1_study_proto_init() |
| if !protoimpl.UnsafeEnabled { |
| file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*HyperparameterTuningJob); 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_v1_hyperparameter_tuning_job_proto_rawDesc, |
| NumEnums: 0, |
| NumMessages: 2, |
| NumExtensions: 0, |
| NumServices: 0, |
| }, |
| GoTypes: file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_goTypes, |
| DependencyIndexes: file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_depIdxs, |
| MessageInfos: file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_msgTypes, |
| }.Build() |
| File_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto = out.File |
| file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_rawDesc = nil |
| file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_goTypes = nil |
| file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_depIdxs = nil |
| } |
