public sealed class PipelineJob : IMessage<PipelineJob>, IEquatable<PipelineJob>, IDeepCloneable<PipelineJob>, IBufferMessage, IMessageReference documentation and code samples for the Cloud AI Platform v1beta1 API class PipelineJob.
An instance of a machine learning PipelineJob.
Implements
IMessagePipelineJob, IEquatablePipelineJob, IDeepCloneablePipelineJob, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Beta1Assembly
Google.Cloud.AIPlatform.V1Beta1.dll
Constructors
PipelineJob()
public PipelineJob()PipelineJob(PipelineJob)
public PipelineJob(PipelineJob other)| Parameter | |
|---|---|
| Name | Description |
other |
PipelineJob |
Properties
CreateTime
public Timestamp CreateTime { get; set; }Output only. Pipeline creation time.
| Property Value | |
|---|---|
| Type | Description |
Timestamp |
|
DisplayName
public string DisplayName { get; set; }The display name of the Pipeline. The name can be up to 128 characters long and can consist of any UTF-8 characters.
| Property Value | |
|---|---|
| Type | Description |
string |
|
EncryptionSpec
public EncryptionSpec EncryptionSpec { get; set; }Customer-managed encryption key spec for a pipelineJob. If set, this PipelineJob and all of its sub-resources will be secured by this key.
| Property Value | |
|---|---|
| Type | Description |
EncryptionSpec |
|
EndTime
public Timestamp EndTime { get; set; }Output only. Pipeline end time.
| Property Value | |
|---|---|
| Type | Description |
Timestamp |
|
Error
public Status Error { get; set; }Output only. The error that occurred during pipeline execution. Only populated when the pipeline's state is FAILED or CANCELLED.
| Property Value | |
|---|---|
| Type | Description |
Status |
|
JobDetail
public PipelineJobDetail JobDetail { get; set; }Output only. The details of pipeline run. Not available in the list view.
| Property Value | |
|---|---|
| Type | Description |
PipelineJobDetail |
|
Labels
public MapField<string, string> Labels { get; }The labels with user-defined metadata to organize PipelineJob.
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.
Note there is some reserved label key for Vertex AI Pipelines.
vertex-ai-pipelines-run-billing-id, user set value will get overrided.
| Property Value | |
|---|---|
| Type | Description |
MapFieldstringstring |
|
Name
public string Name { get; set; }Output only. The resource name of the PipelineJob.
| Property Value | |
|---|---|
| Type | Description |
string |
|
Network
public string Network { get; set; }The full name of the Compute Engine
network to which the
Pipeline Job's workload should be peered. For example,
projects/12345/global/networks/myVPC.
Format
is of the form projects/{project}/global/networks/{network}.
Where {project} is a project number, as in 12345, and {network} is a
network name.
Private services access must already be configured for the network. Pipeline job will apply the network configuration to the Google Cloud resources being launched, if applied, such as Vertex AI Training or Dataflow job. If left unspecified, the workload is not peered with any network.
| Property Value | |
|---|---|
| Type | Description |
string |
|
NetworkAsNetworkName
public NetworkName NetworkAsNetworkName { get; set; }NetworkName-typed view over the Network resource name property.
| Property Value | |
|---|---|
| Type | Description |
NetworkName |
|
OriginalPipelineJobId
public long OriginalPipelineJobId { get; set; }Optional. The original pipeline job id if this pipeline job is a rerun of a previous pipeline job.
| Property Value | |
|---|---|
| Type | Description |
long |
|
PipelineJobName
public PipelineJobName PipelineJobName { get; set; }PipelineJobName-typed view over the Name resource name property.
| Property Value | |
|---|---|
| Type | Description |
PipelineJobName |
|
PipelineSpec
public Struct PipelineSpec { get; set; }The spec of the pipeline.
| Property Value | |
|---|---|
| Type | Description |
Struct |
|
PipelineTaskRerunConfigs
public RepeatedField<PipelineTaskRerunConfig> PipelineTaskRerunConfigs { get; }Optional. The rerun configs for each task in the pipeline job. By default, the rerun will:
- Use the same input artifacts as the original run.
- Use the same input parameters as the original run.
- Skip all the tasks that are already succeeded in the original run.
- Rerun all the tasks that are not succeeded in the original run. By providing this field, users can override the default behavior and specify the rerun config for each task.
| Property Value | |
|---|---|
| Type | Description |
RepeatedFieldPipelineTaskRerunConfig |
|
PreflightValidations
public bool PreflightValidations { get; set; }Optional. Whether to do component level validations before job creation.
| Property Value | |
|---|---|
| Type | Description |
bool |
|
PscInterfaceConfig
public PscInterfaceConfig PscInterfaceConfig { get; set; }Optional. Configuration for PSC-I for PipelineJob.
| Property Value | |
|---|---|
| Type | Description |
PscInterfaceConfig |
|
ReservedIpRanges
public RepeatedField<string> ReservedIpRanges { get; }A list of names for the reserved ip ranges under the VPC network that can be used for this Pipeline Job's workload.
If set, we will deploy the Pipeline Job's workload 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'].
| Property Value | |
|---|---|
| Type | Description |
RepeatedFieldstring |
|
RuntimeConfig
public PipelineJob.Types.RuntimeConfig RuntimeConfig { get; set; }Runtime config of the pipeline.
| Property Value | |
|---|---|
| Type | Description |
PipelineJobTypesRuntimeConfig |
|
SatisfiesPzi
public bool SatisfiesPzi { get; set; }Output only. Reserved for future use.
| Property Value | |
|---|---|
| Type | Description |
bool |
|
SatisfiesPzs
public bool SatisfiesPzs { get; set; }Output only. Reserved for future use.
| Property Value | |
|---|---|
| Type | Description |
bool |
|
ScheduleName
public string ScheduleName { get; set; }Output only. The schedule resource name. Only returned if the Pipeline is created by Schedule API.
| Property Value | |
|---|---|
| Type | Description |
string |
|
ServiceAccount
public string ServiceAccount { get; set; }The service account that the pipeline workload runs as. If not specified, the Compute Engine default service account in the project will be used. See https://cloud.google.com/compute/docs/access/service-accounts#default_service_account
Users starting the pipeline must have the iam.serviceAccounts.actAs
permission on this service account.
| Property Value | |
|---|---|
| Type | Description |
string |
|
StartTime
public Timestamp StartTime { get; set; }Output only. Pipeline start time.
| Property Value | |
|---|---|
| Type | Description |
Timestamp |
|
State
public PipelineState State { get; set; }Output only. The detailed state of the job.
| Property Value | |
|---|---|
| Type | Description |
PipelineState |
|
TemplateMetadata
public PipelineTemplateMetadata TemplateMetadata { get; set; }Output only. Pipeline template metadata. Will fill up fields if [PipelineJob.template_uri][google.cloud.aiplatform.v1beta1.PipelineJob.template_uri] is from supported template registry.
| Property Value | |
|---|---|
| Type | Description |
PipelineTemplateMetadata |
|
TemplateUri
public string TemplateUri { get; set; }A template uri from where the [PipelineJob.pipeline_spec][google.cloud.aiplatform.v1beta1.PipelineJob.pipeline_spec], if empty, will be downloaded. Currently, only uri from Vertex Template Registry & Gallery is supported. Reference to https://cloud.google.com/vertex-ai/docs/pipelines/create-pipeline-template.
| Property Value | |
|---|---|
| Type | Description |
string |
|
UpdateTime
public Timestamp UpdateTime { get; set; }Output only. Timestamp when this PipelineJob was most recently updated.
| Property Value | |
|---|---|
| Type | Description |
Timestamp |
|