| // 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/custom_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" |
| durationpb "google.golang.org/protobuf/types/known/durationpb" |
| 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 job that runs custom workloads such as a Docker container or a |
| // Python package. A CustomJob can have multiple worker pools and each worker |
| // pool can have its own machine and input spec. A CustomJob will be cleaned up |
| // once the job enters terminal state (failed or succeeded). |
| type CustomJob struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Output only. Resource name of a CustomJob. |
| Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` |
| // Required. The display name of the CustomJob. |
| // 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. Job spec. |
| JobSpec *CustomJobSpec `protobuf:"bytes,4,opt,name=job_spec,json=jobSpec,proto3" json:"job_spec,omitempty"` |
| // Output only. The detailed state of the job. |
| State JobState `protobuf:"varint,5,opt,name=state,proto3,enum=google.cloud.aiplatform.v1.JobState" json:"state,omitempty"` |
| // Output only. Time when the CustomJob was created. |
| CreateTime *timestamppb.Timestamp `protobuf:"bytes,6,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` |
| // Output only. Time when the CustomJob for the first time entered the |
| // `JOB_STATE_RUNNING` state. |
| StartTime *timestamppb.Timestamp `protobuf:"bytes,7,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"` |
| // Output only. Time when the CustomJob entered any of the following states: |
| // `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED`, `JOB_STATE_CANCELLED`. |
| EndTime *timestamppb.Timestamp `protobuf:"bytes,8,opt,name=end_time,json=endTime,proto3" json:"end_time,omitempty"` |
| // Output only. Time when the CustomJob was most recently updated. |
| UpdateTime *timestamppb.Timestamp `protobuf:"bytes,9,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,10,opt,name=error,proto3" json:"error,omitempty"` |
| // The labels with user-defined metadata to organize CustomJobs. |
| // |
| // 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,11,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 CustomJob. If this is set, |
| // then all resources created by the CustomJob will be encrypted with the |
| // provided encryption key. |
| EncryptionSpec *EncryptionSpec `protobuf:"bytes,12,opt,name=encryption_spec,json=encryptionSpec,proto3" json:"encryption_spec,omitempty"` |
| // Output only. URIs for accessing [interactive |
| // shells](https://cloud.google.com/vertex-ai/docs/training/monitor-debug-interactive-shell) |
| // (one URI for each training node). Only available if |
| // [job_spec.enable_web_access][google.cloud.aiplatform.v1.CustomJobSpec.enable_web_access] |
| // is `true`. |
| // |
| // The keys are names of each node in the training job; for example, |
| // `workerpool0-0` for the primary node, `workerpool1-0` for the first node in |
| // the second worker pool, and `workerpool1-1` for the second node in the |
| // second worker pool. |
| // |
| // The values are the URIs for each node's interactive shell. |
| WebAccessUris map[string]string `protobuf:"bytes,16,rep,name=web_access_uris,json=webAccessUris,proto3" json:"web_access_uris,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` |
| } |
| |
| func (x *CustomJob) Reset() { |
| *x = CustomJob{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_custom_job_proto_msgTypes[0] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *CustomJob) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*CustomJob) ProtoMessage() {} |
| |
| func (x *CustomJob) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_custom_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 CustomJob.ProtoReflect.Descriptor instead. |
| func (*CustomJob) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_custom_job_proto_rawDescGZIP(), []int{0} |
| } |
| |
| func (x *CustomJob) GetName() string { |
| if x != nil { |
| return x.Name |
| } |
| return "" |
| } |
| |
| func (x *CustomJob) GetDisplayName() string { |
| if x != nil { |
| return x.DisplayName |
| } |
| return "" |
| } |
| |
| func (x *CustomJob) GetJobSpec() *CustomJobSpec { |
| if x != nil { |
| return x.JobSpec |
| } |
| return nil |
| } |
| |
| func (x *CustomJob) GetState() JobState { |
| if x != nil { |
| return x.State |
| } |
| return JobState_JOB_STATE_UNSPECIFIED |
| } |
| |
| func (x *CustomJob) GetCreateTime() *timestamppb.Timestamp { |
| if x != nil { |
| return x.CreateTime |
| } |
| return nil |
| } |
| |
| func (x *CustomJob) GetStartTime() *timestamppb.Timestamp { |
| if x != nil { |
| return x.StartTime |
| } |
| return nil |
| } |
| |
| func (x *CustomJob) GetEndTime() *timestamppb.Timestamp { |
| if x != nil { |
| return x.EndTime |
| } |
| return nil |
| } |
| |
| func (x *CustomJob) GetUpdateTime() *timestamppb.Timestamp { |
| if x != nil { |
| return x.UpdateTime |
| } |
| return nil |
| } |
| |
| func (x *CustomJob) GetError() *status.Status { |
| if x != nil { |
| return x.Error |
| } |
| return nil |
| } |
| |
| func (x *CustomJob) GetLabels() map[string]string { |
| if x != nil { |
| return x.Labels |
| } |
| return nil |
| } |
| |
| func (x *CustomJob) GetEncryptionSpec() *EncryptionSpec { |
| if x != nil { |
| return x.EncryptionSpec |
| } |
| return nil |
| } |
| |
| func (x *CustomJob) GetWebAccessUris() map[string]string { |
| if x != nil { |
| return x.WebAccessUris |
| } |
| return nil |
| } |
| |
| // Represents the spec of a CustomJob. |
| type CustomJobSpec struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Optional. The ID of the PersistentResource in the same Project and Location |
| // which to run |
| // |
| // If this is specified, the job will be run on existing machines held by the |
| // PersistentResource instead of on-demand short-live machines. |
| // The network and CMEK configs on the job should be consistent with those on |
| // the PersistentResource, otherwise, the job will be rejected. |
| PersistentResourceId string `protobuf:"bytes,14,opt,name=persistent_resource_id,json=persistentResourceId,proto3" json:"persistent_resource_id,omitempty"` |
| // Required. The spec of the worker pools including machine type and Docker |
| // image. All worker pools except the first one are optional and can be |
| // skipped by providing an empty value. |
| WorkerPoolSpecs []*WorkerPoolSpec `protobuf:"bytes,1,rep,name=worker_pool_specs,json=workerPoolSpecs,proto3" json:"worker_pool_specs,omitempty"` |
| // Scheduling options for a CustomJob. |
| Scheduling *Scheduling `protobuf:"bytes,3,opt,name=scheduling,proto3" json:"scheduling,omitempty"` |
| // Specifies the service account for workload run-as account. |
| // Users submitting jobs must have act-as permission on this run-as account. |
| // If unspecified, the [Vertex AI Custom Code Service |
| // Agent](https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) |
| // for the CustomJob's project is used. |
| ServiceAccount string `protobuf:"bytes,4,opt,name=service_account,json=serviceAccount,proto3" json:"service_account,omitempty"` |
| // Optional. The full name of the Compute Engine |
| // [network](/compute/docs/networks-and-firewalls#networks) to which the Job |
| // should be peered. For example, `projects/12345/global/networks/myVPC`. |
| // [Format](/compute/docs/reference/rest/v1/networks/insert) |
| // is of the form `projects/{project}/global/networks/{network}`. |
| // Where {project} is a project number, as in `12345`, and {network} is a |
| // network name. |
| // |
| // To specify this field, you must have already [configured VPC Network |
| // Peering for Vertex |
| // AI](https://cloud.google.com/vertex-ai/docs/general/vpc-peering). |
| // |
| // If this field is left unspecified, the job is not peered with any network. |
| Network string `protobuf:"bytes,5,opt,name=network,proto3" json:"network,omitempty"` |
| // Optional. A list of names for the reserved ip ranges under the VPC network |
| // that can be used for this job. |
| // |
| // If set, we will deploy the job within the provided ip ranges. Otherwise, |
| // the job will be deployed to any ip ranges under the provided VPC |
| // network. |
| // |
| // Example: ['vertex-ai-ip-range']. |
| ReservedIpRanges []string `protobuf:"bytes,13,rep,name=reserved_ip_ranges,json=reservedIpRanges,proto3" json:"reserved_ip_ranges,omitempty"` |
| // The Cloud Storage location to store the output of this CustomJob or |
| // HyperparameterTuningJob. For HyperparameterTuningJob, |
| // the baseOutputDirectory of |
| // each child CustomJob backing a Trial is set to a subdirectory of name |
| // [id][google.cloud.aiplatform.v1.Trial.id] under its parent |
| // HyperparameterTuningJob's baseOutputDirectory. |
| // |
| // The following Vertex AI environment variables will be passed to |
| // containers or python modules when this field is set: |
| // |
| // For CustomJob: |
| // |
| // * AIP_MODEL_DIR = `<base_output_directory>/model/` |
| // * AIP_CHECKPOINT_DIR = `<base_output_directory>/checkpoints/` |
| // * AIP_TENSORBOARD_LOG_DIR = `<base_output_directory>/logs/` |
| // |
| // For CustomJob backing a Trial of HyperparameterTuningJob: |
| // |
| // * AIP_MODEL_DIR = `<base_output_directory>/<trial_id>/model/` |
| // * AIP_CHECKPOINT_DIR = `<base_output_directory>/<trial_id>/checkpoints/` |
| // * AIP_TENSORBOARD_LOG_DIR = `<base_output_directory>/<trial_id>/logs/` |
| BaseOutputDirectory *GcsDestination `protobuf:"bytes,6,opt,name=base_output_directory,json=baseOutputDirectory,proto3" json:"base_output_directory,omitempty"` |
| // The ID of the location to store protected artifacts. e.g. us-central1. |
| // Populate only when the location is different than CustomJob location. |
| // List of supported locations: |
| // https://cloud.google.com/vertex-ai/docs/general/locations |
| ProtectedArtifactLocationId string `protobuf:"bytes,19,opt,name=protected_artifact_location_id,json=protectedArtifactLocationId,proto3" json:"protected_artifact_location_id,omitempty"` |
| // Optional. The name of a Vertex AI |
| // [Tensorboard][google.cloud.aiplatform.v1.Tensorboard] resource to which |
| // this CustomJob will upload Tensorboard logs. Format: |
| // `projects/{project}/locations/{location}/tensorboards/{tensorboard}` |
| Tensorboard string `protobuf:"bytes,7,opt,name=tensorboard,proto3" json:"tensorboard,omitempty"` |
| // Optional. Whether you want Vertex AI to enable [interactive shell |
| // access](https://cloud.google.com/vertex-ai/docs/training/monitor-debug-interactive-shell) |
| // to training containers. |
| // |
| // If set to `true`, you can access interactive shells at the URIs given |
| // by |
| // [CustomJob.web_access_uris][google.cloud.aiplatform.v1.CustomJob.web_access_uris] |
| // or |
| // [Trial.web_access_uris][google.cloud.aiplatform.v1.Trial.web_access_uris] |
| // (within |
| // [HyperparameterTuningJob.trials][google.cloud.aiplatform.v1.HyperparameterTuningJob.trials]). |
| EnableWebAccess bool `protobuf:"varint,10,opt,name=enable_web_access,json=enableWebAccess,proto3" json:"enable_web_access,omitempty"` |
| // Optional. Whether you want Vertex AI to enable access to the customized |
| // dashboard in training chief container. |
| // |
| // If set to `true`, you can access the dashboard at the URIs given |
| // by |
| // [CustomJob.web_access_uris][google.cloud.aiplatform.v1.CustomJob.web_access_uris] |
| // or |
| // [Trial.web_access_uris][google.cloud.aiplatform.v1.Trial.web_access_uris] |
| // (within |
| // [HyperparameterTuningJob.trials][google.cloud.aiplatform.v1.HyperparameterTuningJob.trials]). |
| EnableDashboardAccess bool `protobuf:"varint,16,opt,name=enable_dashboard_access,json=enableDashboardAccess,proto3" json:"enable_dashboard_access,omitempty"` |
| // Optional. The Experiment associated with this job. |
| // Format: |
| // `projects/{project}/locations/{location}/metadataStores/{metadataStores}/contexts/{experiment-name}` |
| Experiment string `protobuf:"bytes,17,opt,name=experiment,proto3" json:"experiment,omitempty"` |
| // Optional. The Experiment Run associated with this job. |
| // Format: |
| // `projects/{project}/locations/{location}/metadataStores/{metadataStores}/contexts/{experiment-name}-{experiment-run-name}` |
| ExperimentRun string `protobuf:"bytes,18,opt,name=experiment_run,json=experimentRun,proto3" json:"experiment_run,omitempty"` |
| // Optional. The name of the Model resources for which to generate a mapping |
| // to artifact URIs. Applicable only to some of the Google-provided custom |
| // jobs. Format: `projects/{project}/locations/{location}/models/{model}` |
| // |
| // In order to retrieve a specific version of the model, also provide |
| // the version ID or version alias. |
| // |
| // Example: `projects/{project}/locations/{location}/models/{model}@2` |
| // or |
| // `projects/{project}/locations/{location}/models/{model}@golden` |
| // |
| // If no version ID or alias is specified, the "default" version will be |
| // returned. The "default" version alias is created for the first version of |
| // the model, and can be moved to other versions later on. There will be |
| // exactly one default version. |
| Models []string `protobuf:"bytes,20,rep,name=models,proto3" json:"models,omitempty"` |
| } |
| |
| func (x *CustomJobSpec) Reset() { |
| *x = CustomJobSpec{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_custom_job_proto_msgTypes[1] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *CustomJobSpec) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*CustomJobSpec) ProtoMessage() {} |
| |
| func (x *CustomJobSpec) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_custom_job_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 CustomJobSpec.ProtoReflect.Descriptor instead. |
| func (*CustomJobSpec) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_custom_job_proto_rawDescGZIP(), []int{1} |
| } |
| |
| func (x *CustomJobSpec) GetPersistentResourceId() string { |
| if x != nil { |
| return x.PersistentResourceId |
| } |
| return "" |
| } |
| |
| func (x *CustomJobSpec) GetWorkerPoolSpecs() []*WorkerPoolSpec { |
| if x != nil { |
| return x.WorkerPoolSpecs |
| } |
| return nil |
| } |
| |
| func (x *CustomJobSpec) GetScheduling() *Scheduling { |
| if x != nil { |
| return x.Scheduling |
| } |
| return nil |
| } |
| |
| func (x *CustomJobSpec) GetServiceAccount() string { |
| if x != nil { |
| return x.ServiceAccount |
| } |
| return "" |
| } |
| |
| func (x *CustomJobSpec) GetNetwork() string { |
| if x != nil { |
| return x.Network |
| } |
| return "" |
| } |
| |
| func (x *CustomJobSpec) GetReservedIpRanges() []string { |
| if x != nil { |
| return x.ReservedIpRanges |
| } |
| return nil |
| } |
| |
| func (x *CustomJobSpec) GetBaseOutputDirectory() *GcsDestination { |
| if x != nil { |
| return x.BaseOutputDirectory |
| } |
| return nil |
| } |
| |
| func (x *CustomJobSpec) GetProtectedArtifactLocationId() string { |
| if x != nil { |
| return x.ProtectedArtifactLocationId |
| } |
| return "" |
| } |
| |
| func (x *CustomJobSpec) GetTensorboard() string { |
| if x != nil { |
| return x.Tensorboard |
| } |
| return "" |
| } |
| |
| func (x *CustomJobSpec) GetEnableWebAccess() bool { |
| if x != nil { |
| return x.EnableWebAccess |
| } |
| return false |
| } |
| |
| func (x *CustomJobSpec) GetEnableDashboardAccess() bool { |
| if x != nil { |
| return x.EnableDashboardAccess |
| } |
| return false |
| } |
| |
| func (x *CustomJobSpec) GetExperiment() string { |
| if x != nil { |
| return x.Experiment |
| } |
| return "" |
| } |
| |
| func (x *CustomJobSpec) GetExperimentRun() string { |
| if x != nil { |
| return x.ExperimentRun |
| } |
| return "" |
| } |
| |
| func (x *CustomJobSpec) GetModels() []string { |
| if x != nil { |
| return x.Models |
| } |
| return nil |
| } |
| |
| // Represents the spec of a worker pool in a job. |
| type WorkerPoolSpec struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The custom task to be executed in this worker pool. |
| // |
| // Types that are assignable to Task: |
| // |
| // *WorkerPoolSpec_ContainerSpec |
| // *WorkerPoolSpec_PythonPackageSpec |
| Task isWorkerPoolSpec_Task `protobuf_oneof:"task"` |
| // Optional. Immutable. The specification of a single machine. |
| MachineSpec *MachineSpec `protobuf:"bytes,1,opt,name=machine_spec,json=machineSpec,proto3" json:"machine_spec,omitempty"` |
| // Optional. The number of worker replicas to use for this worker pool. |
| ReplicaCount int64 `protobuf:"varint,2,opt,name=replica_count,json=replicaCount,proto3" json:"replica_count,omitempty"` |
| // Optional. List of NFS mount spec. |
| NfsMounts []*NfsMount `protobuf:"bytes,4,rep,name=nfs_mounts,json=nfsMounts,proto3" json:"nfs_mounts,omitempty"` |
| // Disk spec. |
| DiskSpec *DiskSpec `protobuf:"bytes,5,opt,name=disk_spec,json=diskSpec,proto3" json:"disk_spec,omitempty"` |
| } |
| |
| func (x *WorkerPoolSpec) Reset() { |
| *x = WorkerPoolSpec{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_custom_job_proto_msgTypes[2] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *WorkerPoolSpec) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*WorkerPoolSpec) ProtoMessage() {} |
| |
| func (x *WorkerPoolSpec) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_custom_job_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 WorkerPoolSpec.ProtoReflect.Descriptor instead. |
| func (*WorkerPoolSpec) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_custom_job_proto_rawDescGZIP(), []int{2} |
| } |
| |
| func (m *WorkerPoolSpec) GetTask() isWorkerPoolSpec_Task { |
| if m != nil { |
| return m.Task |
| } |
| return nil |
| } |
| |
| func (x *WorkerPoolSpec) GetContainerSpec() *ContainerSpec { |
| if x, ok := x.GetTask().(*WorkerPoolSpec_ContainerSpec); ok { |
| return x.ContainerSpec |
| } |
| return nil |
| } |
| |
| func (x *WorkerPoolSpec) GetPythonPackageSpec() *PythonPackageSpec { |
| if x, ok := x.GetTask().(*WorkerPoolSpec_PythonPackageSpec); ok { |
| return x.PythonPackageSpec |
| } |
| return nil |
| } |
| |
| func (x *WorkerPoolSpec) GetMachineSpec() *MachineSpec { |
| if x != nil { |
| return x.MachineSpec |
| } |
| return nil |
| } |
| |
| func (x *WorkerPoolSpec) GetReplicaCount() int64 { |
| if x != nil { |
| return x.ReplicaCount |
| } |
| return 0 |
| } |
| |
| func (x *WorkerPoolSpec) GetNfsMounts() []*NfsMount { |
| if x != nil { |
| return x.NfsMounts |
| } |
| return nil |
| } |
| |
| func (x *WorkerPoolSpec) GetDiskSpec() *DiskSpec { |
| if x != nil { |
| return x.DiskSpec |
| } |
| return nil |
| } |
| |
| type isWorkerPoolSpec_Task interface { |
| isWorkerPoolSpec_Task() |
| } |
| |
| type WorkerPoolSpec_ContainerSpec struct { |
| // The custom container task. |
| ContainerSpec *ContainerSpec `protobuf:"bytes,6,opt,name=container_spec,json=containerSpec,proto3,oneof"` |
| } |
| |
| type WorkerPoolSpec_PythonPackageSpec struct { |
| // The Python packaged task. |
| PythonPackageSpec *PythonPackageSpec `protobuf:"bytes,7,opt,name=python_package_spec,json=pythonPackageSpec,proto3,oneof"` |
| } |
| |
| func (*WorkerPoolSpec_ContainerSpec) isWorkerPoolSpec_Task() {} |
| |
| func (*WorkerPoolSpec_PythonPackageSpec) isWorkerPoolSpec_Task() {} |
| |
| // The spec of a Container. |
| type ContainerSpec struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The URI of a container image in the Container Registry that is to |
| // be run on each worker replica. |
| ImageUri string `protobuf:"bytes,1,opt,name=image_uri,json=imageUri,proto3" json:"image_uri,omitempty"` |
| // The command to be invoked when the container is started. |
| // It overrides the entrypoint instruction in Dockerfile when provided. |
| Command []string `protobuf:"bytes,2,rep,name=command,proto3" json:"command,omitempty"` |
| // The arguments to be passed when starting the container. |
| Args []string `protobuf:"bytes,3,rep,name=args,proto3" json:"args,omitempty"` |
| // Environment variables to be passed to the container. |
| // Maximum limit is 100. |
| Env []*EnvVar `protobuf:"bytes,4,rep,name=env,proto3" json:"env,omitempty"` |
| } |
| |
| func (x *ContainerSpec) Reset() { |
| *x = ContainerSpec{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_custom_job_proto_msgTypes[3] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ContainerSpec) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ContainerSpec) ProtoMessage() {} |
| |
| func (x *ContainerSpec) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_custom_job_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 ContainerSpec.ProtoReflect.Descriptor instead. |
| func (*ContainerSpec) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_custom_job_proto_rawDescGZIP(), []int{3} |
| } |
| |
| func (x *ContainerSpec) GetImageUri() string { |
| if x != nil { |
| return x.ImageUri |
| } |
| return "" |
| } |
| |
| func (x *ContainerSpec) GetCommand() []string { |
| if x != nil { |
| return x.Command |
| } |
| return nil |
| } |
| |
| func (x *ContainerSpec) GetArgs() []string { |
| if x != nil { |
| return x.Args |
| } |
| return nil |
| } |
| |
| func (x *ContainerSpec) GetEnv() []*EnvVar { |
| if x != nil { |
| return x.Env |
| } |
| return nil |
| } |
| |
| // The spec of a Python packaged code. |
| type PythonPackageSpec struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The URI of a container image in Artifact Registry that will run |
| // the provided Python package. Vertex AI provides a wide range of executor |
| // images with pre-installed packages to meet users' various use cases. See |
| // the list of [pre-built containers for |
| // training](https://cloud.google.com/vertex-ai/docs/training/pre-built-containers). |
| // You must use an image from this list. |
| ExecutorImageUri string `protobuf:"bytes,1,opt,name=executor_image_uri,json=executorImageUri,proto3" json:"executor_image_uri,omitempty"` |
| // Required. The Google Cloud Storage location of the Python package files |
| // which are the training program and its dependent packages. The maximum |
| // number of package URIs is 100. |
| PackageUris []string `protobuf:"bytes,2,rep,name=package_uris,json=packageUris,proto3" json:"package_uris,omitempty"` |
| // Required. The Python module name to run after installing the packages. |
| PythonModule string `protobuf:"bytes,3,opt,name=python_module,json=pythonModule,proto3" json:"python_module,omitempty"` |
| // Command line arguments to be passed to the Python task. |
| Args []string `protobuf:"bytes,4,rep,name=args,proto3" json:"args,omitempty"` |
| // Environment variables to be passed to the python module. |
| // Maximum limit is 100. |
| Env []*EnvVar `protobuf:"bytes,5,rep,name=env,proto3" json:"env,omitempty"` |
| } |
| |
| func (x *PythonPackageSpec) Reset() { |
| *x = PythonPackageSpec{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_custom_job_proto_msgTypes[4] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *PythonPackageSpec) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*PythonPackageSpec) ProtoMessage() {} |
| |
| func (x *PythonPackageSpec) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_custom_job_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 PythonPackageSpec.ProtoReflect.Descriptor instead. |
| func (*PythonPackageSpec) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_custom_job_proto_rawDescGZIP(), []int{4} |
| } |
| |
| func (x *PythonPackageSpec) GetExecutorImageUri() string { |
| if x != nil { |
| return x.ExecutorImageUri |
| } |
| return "" |
| } |
| |
| func (x *PythonPackageSpec) GetPackageUris() []string { |
| if x != nil { |
| return x.PackageUris |
| } |
| return nil |
| } |
| |
| func (x *PythonPackageSpec) GetPythonModule() string { |
| if x != nil { |
| return x.PythonModule |
| } |
| return "" |
| } |
| |
| func (x *PythonPackageSpec) GetArgs() []string { |
| if x != nil { |
| return x.Args |
| } |
| return nil |
| } |
| |
| func (x *PythonPackageSpec) GetEnv() []*EnvVar { |
| if x != nil { |
| return x.Env |
| } |
| return nil |
| } |
| |
| // All parameters related to queuing and scheduling of custom jobs. |
| type Scheduling struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The maximum job running time. The default is 7 days. |
| Timeout *durationpb.Duration `protobuf:"bytes,1,opt,name=timeout,proto3" json:"timeout,omitempty"` |
| // Restarts the entire CustomJob if a worker gets restarted. |
| // This feature can be used by distributed training jobs that are not |
| // resilient to workers leaving and joining a job. |
| RestartJobOnWorkerRestart bool `protobuf:"varint,3,opt,name=restart_job_on_worker_restart,json=restartJobOnWorkerRestart,proto3" json:"restart_job_on_worker_restart,omitempty"` |
| // Optional. Indicates if the job should retry for internal errors after the |
| // job starts running. If true, overrides |
| // `Scheduling.restart_job_on_worker_restart` to false. |
| DisableRetries bool `protobuf:"varint,5,opt,name=disable_retries,json=disableRetries,proto3" json:"disable_retries,omitempty"` |
| } |
| |
| func (x *Scheduling) Reset() { |
| *x = Scheduling{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_custom_job_proto_msgTypes[5] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *Scheduling) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*Scheduling) ProtoMessage() {} |
| |
| func (x *Scheduling) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_custom_job_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 Scheduling.ProtoReflect.Descriptor instead. |
| func (*Scheduling) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_custom_job_proto_rawDescGZIP(), []int{5} |
| } |
| |
| func (x *Scheduling) GetTimeout() *durationpb.Duration { |
| if x != nil { |
| return x.Timeout |
| } |
| return nil |
| } |
| |
| func (x *Scheduling) GetRestartJobOnWorkerRestart() bool { |
| if x != nil { |
| return x.RestartJobOnWorkerRestart |
| } |
| return false |
| } |
| |
| func (x *Scheduling) GetDisableRetries() bool { |
| if x != nil { |
| return x.DisableRetries |
| } |
| return false |
| } |
| |
| var File_google_cloud_aiplatform_v1_custom_job_proto protoreflect.FileDescriptor |
| |
| var file_google_cloud_aiplatform_v1_custom_job_proto_rawDesc = []byte{ |
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| } |
| |
| var ( |
| file_google_cloud_aiplatform_v1_custom_job_proto_rawDescOnce sync.Once |
| file_google_cloud_aiplatform_v1_custom_job_proto_rawDescData = file_google_cloud_aiplatform_v1_custom_job_proto_rawDesc |
| ) |
| |
| func file_google_cloud_aiplatform_v1_custom_job_proto_rawDescGZIP() []byte { |
| file_google_cloud_aiplatform_v1_custom_job_proto_rawDescOnce.Do(func() { |
| file_google_cloud_aiplatform_v1_custom_job_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1_custom_job_proto_rawDescData) |
| }) |
| return file_google_cloud_aiplatform_v1_custom_job_proto_rawDescData |
| } |
| |
| var file_google_cloud_aiplatform_v1_custom_job_proto_msgTypes = make([]protoimpl.MessageInfo, 8) |
| var file_google_cloud_aiplatform_v1_custom_job_proto_goTypes = []interface{}{ |
| (*CustomJob)(nil), // 0: google.cloud.aiplatform.v1.CustomJob |
| (*CustomJobSpec)(nil), // 1: google.cloud.aiplatform.v1.CustomJobSpec |
| (*WorkerPoolSpec)(nil), // 2: google.cloud.aiplatform.v1.WorkerPoolSpec |
| (*ContainerSpec)(nil), // 3: google.cloud.aiplatform.v1.ContainerSpec |
| (*PythonPackageSpec)(nil), // 4: google.cloud.aiplatform.v1.PythonPackageSpec |
| (*Scheduling)(nil), // 5: google.cloud.aiplatform.v1.Scheduling |
| nil, // 6: google.cloud.aiplatform.v1.CustomJob.LabelsEntry |
| nil, // 7: google.cloud.aiplatform.v1.CustomJob.WebAccessUrisEntry |
| (JobState)(0), // 8: google.cloud.aiplatform.v1.JobState |
| (*timestamppb.Timestamp)(nil), // 9: google.protobuf.Timestamp |
| (*status.Status)(nil), // 10: google.rpc.Status |
| (*EncryptionSpec)(nil), // 11: google.cloud.aiplatform.v1.EncryptionSpec |
| (*GcsDestination)(nil), // 12: google.cloud.aiplatform.v1.GcsDestination |
| (*MachineSpec)(nil), // 13: google.cloud.aiplatform.v1.MachineSpec |
| (*NfsMount)(nil), // 14: google.cloud.aiplatform.v1.NfsMount |
| (*DiskSpec)(nil), // 15: google.cloud.aiplatform.v1.DiskSpec |
| (*EnvVar)(nil), // 16: google.cloud.aiplatform.v1.EnvVar |
| (*durationpb.Duration)(nil), // 17: google.protobuf.Duration |
| } |
| var file_google_cloud_aiplatform_v1_custom_job_proto_depIdxs = []int32{ |
| 1, // 0: google.cloud.aiplatform.v1.CustomJob.job_spec:type_name -> google.cloud.aiplatform.v1.CustomJobSpec |
| 8, // 1: google.cloud.aiplatform.v1.CustomJob.state:type_name -> google.cloud.aiplatform.v1.JobState |
| 9, // 2: google.cloud.aiplatform.v1.CustomJob.create_time:type_name -> google.protobuf.Timestamp |
| 9, // 3: google.cloud.aiplatform.v1.CustomJob.start_time:type_name -> google.protobuf.Timestamp |
| 9, // 4: google.cloud.aiplatform.v1.CustomJob.end_time:type_name -> google.protobuf.Timestamp |
| 9, // 5: google.cloud.aiplatform.v1.CustomJob.update_time:type_name -> google.protobuf.Timestamp |
| 10, // 6: google.cloud.aiplatform.v1.CustomJob.error:type_name -> google.rpc.Status |
| 6, // 7: google.cloud.aiplatform.v1.CustomJob.labels:type_name -> google.cloud.aiplatform.v1.CustomJob.LabelsEntry |
| 11, // 8: google.cloud.aiplatform.v1.CustomJob.encryption_spec:type_name -> google.cloud.aiplatform.v1.EncryptionSpec |
| 7, // 9: google.cloud.aiplatform.v1.CustomJob.web_access_uris:type_name -> google.cloud.aiplatform.v1.CustomJob.WebAccessUrisEntry |
| 2, // 10: google.cloud.aiplatform.v1.CustomJobSpec.worker_pool_specs:type_name -> google.cloud.aiplatform.v1.WorkerPoolSpec |
| 5, // 11: google.cloud.aiplatform.v1.CustomJobSpec.scheduling:type_name -> google.cloud.aiplatform.v1.Scheduling |
| 12, // 12: google.cloud.aiplatform.v1.CustomJobSpec.base_output_directory:type_name -> google.cloud.aiplatform.v1.GcsDestination |
| 3, // 13: google.cloud.aiplatform.v1.WorkerPoolSpec.container_spec:type_name -> google.cloud.aiplatform.v1.ContainerSpec |
| 4, // 14: google.cloud.aiplatform.v1.WorkerPoolSpec.python_package_spec:type_name -> google.cloud.aiplatform.v1.PythonPackageSpec |
| 13, // 15: google.cloud.aiplatform.v1.WorkerPoolSpec.machine_spec:type_name -> google.cloud.aiplatform.v1.MachineSpec |
| 14, // 16: google.cloud.aiplatform.v1.WorkerPoolSpec.nfs_mounts:type_name -> google.cloud.aiplatform.v1.NfsMount |
| 15, // 17: google.cloud.aiplatform.v1.WorkerPoolSpec.disk_spec:type_name -> google.cloud.aiplatform.v1.DiskSpec |
| 16, // 18: google.cloud.aiplatform.v1.ContainerSpec.env:type_name -> google.cloud.aiplatform.v1.EnvVar |
| 16, // 19: google.cloud.aiplatform.v1.PythonPackageSpec.env:type_name -> google.cloud.aiplatform.v1.EnvVar |
| 17, // 20: google.cloud.aiplatform.v1.Scheduling.timeout:type_name -> google.protobuf.Duration |
| 21, // [21:21] is the sub-list for method output_type |
| 21, // [21:21] is the sub-list for method input_type |
| 21, // [21:21] is the sub-list for extension type_name |
| 21, // [21:21] is the sub-list for extension extendee |
| 0, // [0:21] is the sub-list for field type_name |
| } |
| |
| func init() { file_google_cloud_aiplatform_v1_custom_job_proto_init() } |
| func file_google_cloud_aiplatform_v1_custom_job_proto_init() { |
| if File_google_cloud_aiplatform_v1_custom_job_proto != nil { |
| return |
| } |
| file_google_cloud_aiplatform_v1_encryption_spec_proto_init() |
| file_google_cloud_aiplatform_v1_env_var_proto_init() |
| file_google_cloud_aiplatform_v1_io_proto_init() |
| file_google_cloud_aiplatform_v1_job_state_proto_init() |
| file_google_cloud_aiplatform_v1_machine_resources_proto_init() |
| if !protoimpl.UnsafeEnabled { |
| file_google_cloud_aiplatform_v1_custom_job_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*CustomJob); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_custom_job_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*CustomJobSpec); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_custom_job_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*WorkerPoolSpec); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_custom_job_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ContainerSpec); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_custom_job_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*PythonPackageSpec); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_custom_job_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*Scheduling); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| } |
| file_google_cloud_aiplatform_v1_custom_job_proto_msgTypes[2].OneofWrappers = []interface{}{ |
| (*WorkerPoolSpec_ContainerSpec)(nil), |
| (*WorkerPoolSpec_PythonPackageSpec)(nil), |
| } |
| type x struct{} |
| out := protoimpl.TypeBuilder{ |
| File: protoimpl.DescBuilder{ |
| GoPackagePath: reflect.TypeOf(x{}).PkgPath(), |
| RawDescriptor: file_google_cloud_aiplatform_v1_custom_job_proto_rawDesc, |
| NumEnums: 0, |
| NumMessages: 8, |
| NumExtensions: 0, |
| NumServices: 0, |
| }, |
| GoTypes: file_google_cloud_aiplatform_v1_custom_job_proto_goTypes, |
| DependencyIndexes: file_google_cloud_aiplatform_v1_custom_job_proto_depIdxs, |
| MessageInfos: file_google_cloud_aiplatform_v1_custom_job_proto_msgTypes, |
| }.Build() |
| File_google_cloud_aiplatform_v1_custom_job_proto = out.File |
| file_google_cloud_aiplatform_v1_custom_job_proto_rawDesc = nil |
| file_google_cloud_aiplatform_v1_custom_job_proto_goTypes = nil |
| file_google_cloud_aiplatform_v1_custom_job_proto_depIdxs = nil |
| } |
