Class GoogleCloudAiplatformV1beta1PipelineJob

An instance of a machine learning PipelineJob.

Inheritance

object

GoogleCloudAiplatformV1beta1PipelineJob

Implements

IDirectResponseSchema

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Google.Apis.Aiplatform.v1beta1.Data

Assembly: Google.Apis.Aiplatform.v1beta1.dll

Syntax

public class GoogleCloudAiplatformV1beta1PipelineJob : IDirectResponseSchema

Properties

CreateTime

object representation of CreateTimeRaw.

Declaration

[JsonIgnore]
[Obsolete("This property is obsolete and may behave unexpectedly; please use CreateTimeDateTimeOffset instead.")]
public virtual object CreateTime { get; set; }

Property Value

Type	Description
object

CreateTimeDateTimeOffset

DateTimeOffset representation of CreateTimeRaw.

Declaration

[JsonIgnore]
public virtual DateTimeOffset? CreateTimeDateTimeOffset { get; set; }

Property Value

Type	Description
DateTimeOffset?

CreateTimeRaw

Output only. Pipeline creation time.

Declaration

[JsonProperty("createTime")]
public virtual string CreateTimeRaw { get; set; }

Property Value

Type	Description
string

DisplayName

The display name of the Pipeline. The name can be up to 128 characters long and can consist of any UTF-8 characters.

Declaration

[JsonProperty("displayName")]
public virtual string DisplayName { get; set; }

Property Value

Type	Description
string

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

EncryptionSpec

Customer-managed encryption key spec for a pipelineJob. If set, this PipelineJob and all of its sub-resources will be secured by this key.

Declaration

[JsonProperty("encryptionSpec")]
public virtual GoogleCloudAiplatformV1beta1EncryptionSpec EncryptionSpec { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1EncryptionSpec

EndTime

object representation of EndTimeRaw.

Declaration

[JsonIgnore]
[Obsolete("This property is obsolete and may behave unexpectedly; please use EndTimeDateTimeOffset instead.")]
public virtual object EndTime { get; set; }

Property Value

Type	Description
object

EndTimeDateTimeOffset

DateTimeOffset representation of EndTimeRaw.

Declaration

[JsonIgnore]
public virtual DateTimeOffset? EndTimeDateTimeOffset { get; set; }

Property Value

Type	Description
DateTimeOffset?

EndTimeRaw

Output only. Pipeline end time.

Declaration

[JsonProperty("endTime")]
public virtual string EndTimeRaw { get; set; }

Property Value

Type	Description
string

Error

Output only. The error that occurred during pipeline execution. Only populated when the pipeline's state is FAILED or CANCELLED.

Declaration

[JsonProperty("error")]
public virtual GoogleRpcStatus Error { get; set; }

Property Value

Type	Description
GoogleRpcStatus

JobDetail

Output only. The details of pipeline run. Not available in the list view.

Declaration

[JsonProperty("jobDetail")]
public virtual GoogleCloudAiplatformV1beta1PipelineJobDetail JobDetail { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1PipelineJobDetail

Labels

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.

Declaration

[JsonProperty("labels")]
public virtual IDictionary<string, string> Labels { get; set; }

Property Value

Type	Description
IDictionary<string, string>

Name

Output only. The resource name of the PipelineJob.

Declaration

[JsonProperty("name")]
public virtual string Name { get; set; }

Property Value

Type	Description
string

Network

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.

Declaration

[JsonProperty("network")]
public virtual string Network { get; set; }

Property Value

Type	Description
string

OriginalPipelineJobId

Optional. The original pipeline job id if this pipeline job is a rerun of a previous pipeline job.

Declaration

[JsonProperty("originalPipelineJobId")]
public virtual long? OriginalPipelineJobId { get; set; }

Property Value

Type	Description
long?

PipelineSpec

The spec of the pipeline.

Declaration

[JsonProperty("pipelineSpec")]
public virtual IDictionary<string, object> PipelineSpec { get; set; }

Property Value

Type	Description
IDictionary<string, object>

PipelineTaskRerunConfigs

Optional. The rerun configs for each task in the pipeline job. By default, the rerun will: 1. Use the same input artifacts as the original run. 2. Use the same input parameters as the original run. 3. Skip all the tasks that are already succeeded in the original run. 4. 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.

Declaration

[JsonProperty("pipelineTaskRerunConfigs")]
public virtual IList<GoogleCloudAiplatformV1beta1PipelineTaskRerunConfig> PipelineTaskRerunConfigs { get; set; }

Property Value

Type	Description
IList<GoogleCloudAiplatformV1beta1PipelineTaskRerunConfig>

PreflightValidations

Optional. Whether to do component level validations before job creation.

Declaration

[JsonProperty("preflightValidations")]
public virtual bool? PreflightValidations { get; set; }

Property Value

Type	Description
bool?

PscInterfaceConfig

Optional. Configuration for PSC-I for PipelineJob.

Declaration

[JsonProperty("pscInterfaceConfig")]
public virtual GoogleCloudAiplatformV1beta1PscInterfaceConfig PscInterfaceConfig { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1PscInterfaceConfig

ReservedIpRanges

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'].

Declaration

[JsonProperty("reservedIpRanges")]
public virtual IList<string> ReservedIpRanges { get; set; }

Property Value

Type	Description
IList<string>

RuntimeConfig

Runtime config of the pipeline.

Declaration

[JsonProperty("runtimeConfig")]
public virtual GoogleCloudAiplatformV1beta1PipelineJobRuntimeConfig RuntimeConfig { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1PipelineJobRuntimeConfig

SatisfiesPzi

Output only. Reserved for future use.

Declaration

[JsonProperty("satisfiesPzi")]
public virtual bool? SatisfiesPzi { get; set; }

Property Value

Type	Description
bool?

SatisfiesPzs

Output only. Reserved for future use.

Declaration

[JsonProperty("satisfiesPzs")]
public virtual bool? SatisfiesPzs { get; set; }

Property Value

Type	Description
bool?

ScheduleName

Output only. The schedule resource name. Only returned if the Pipeline is created by Schedule API.

Declaration

[JsonProperty("scheduleName")]
public virtual string ScheduleName { get; set; }

Property Value

Type	Description
string

ServiceAccount

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.

Declaration

[JsonProperty("serviceAccount")]
public virtual string ServiceAccount { get; set; }

Property Value

Type	Description
string

StartTime

object representation of StartTimeRaw.

Declaration

[JsonIgnore]
[Obsolete("This property is obsolete and may behave unexpectedly; please use StartTimeDateTimeOffset instead.")]
public virtual object StartTime { get; set; }

Property Value

Type	Description
object

StartTimeDateTimeOffset

DateTimeOffset representation of StartTimeRaw.

Declaration

[JsonIgnore]
public virtual DateTimeOffset? StartTimeDateTimeOffset { get; set; }

Property Value

Type	Description
DateTimeOffset?

StartTimeRaw

Output only. Pipeline start time.

Declaration

[JsonProperty("startTime")]
public virtual string StartTimeRaw { get; set; }

Property Value

Type	Description
string

State

Output only. The detailed state of the job.

Declaration

[JsonProperty("state")]
public virtual string State { get; set; }

Property Value

Type	Description
string

TemplateMetadata

Output only. Pipeline template metadata. Will fill up fields if PipelineJob.template_uri is from supported template registry.

Declaration

[JsonProperty("templateMetadata")]
public virtual GoogleCloudAiplatformV1beta1PipelineTemplateMetadata TemplateMetadata { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1PipelineTemplateMetadata

TemplateUri

A template uri from where the 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.

Declaration

[JsonProperty("templateUri")]
public virtual string TemplateUri { get; set; }

Property Value

Type	Description
string

UpdateTime

object representation of UpdateTimeRaw.

Declaration

[JsonIgnore]
[Obsolete("This property is obsolete and may behave unexpectedly; please use UpdateTimeDateTimeOffset instead.")]
public virtual object UpdateTime { get; set; }

Property Value

Type	Description
object

UpdateTimeDateTimeOffset

DateTimeOffset representation of UpdateTimeRaw.

Declaration

[JsonIgnore]
public virtual DateTimeOffset? UpdateTimeDateTimeOffset { get; set; }

Property Value

Type	Description
DateTimeOffset?

UpdateTimeRaw

Output only. Timestamp when this PipelineJob was most recently updated.

Declaration

[JsonProperty("updateTime")]
public virtual string UpdateTimeRaw { get; set; }

Property Value

Type	Description
string

Implements

IDirectResponseSchema