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custom_job.pb.go
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custom_job.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/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.v1beta1.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.v1beta1.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_v1beta1_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_v1beta1_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_v1beta1_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.v1beta1.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.v1beta1.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.v1beta1.CustomJob.web_access_uris]
// or
// [Trial.web_access_uris][google.cloud.aiplatform.v1beta1.Trial.web_access_uris]
// (within
// [HyperparameterTuningJob.trials][google.cloud.aiplatform.v1beta1.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.v1beta1.CustomJob.web_access_uris]
// or
// [Trial.web_access_uris][google.cloud.aiplatform.v1beta1.Trial.web_access_uris]
// (within
// [HyperparameterTuningJob.trials][google.cloud.aiplatform.v1beta1.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_v1beta1_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_v1beta1_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_v1beta1_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_v1beta1_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_v1beta1_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_v1beta1_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_v1beta1_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_v1beta1_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_v1beta1_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_v1beta1_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_v1beta1_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_v1beta1_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_v1beta1_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_v1beta1_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_v1beta1_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_v1beta1_custom_job_proto protoreflect.FileDescriptor
var file_google_cloud_aiplatform_v1beta1_custom_job_proto_rawDesc = []byte{
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