Cloud AI Platform v1 API - Class CustomJob (3.3.0) 

public sealed class CustomJob : IMessage<CustomJob>, IEquatable<CustomJob>, IDeepCloneable<CustomJob>, IBufferMessage, IMessage

Reference documentation and code samples for the Cloud AI Platform v1 API class CustomJob.

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).

Inheritance

object > CustomJob

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

CustomJob()

public CustomJob()

CustomJob(CustomJob)

public CustomJob(CustomJob other)
Parameter
Name Description
other CustomJob

Properties

CreateTime

public Timestamp CreateTime { get; set; }

Output only. Time when the CustomJob was created.

Property Value
Type Description
Timestamp

CustomJobName

public CustomJobName CustomJobName { get; set; }

CustomJobName-typed view over the Name resource name property.

Property Value
Type Description
CustomJobName

DisplayName

public string DisplayName { get; set; }

Required. The display name of the CustomJob. 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 options for a CustomJob. If this is set, then all resources created by the CustomJob will be encrypted with the provided encryption key.

Property Value
Type Description
EncryptionSpec

EndTime

public Timestamp EndTime { get; set; }

Output only. Time when the CustomJob entered any of the following states: JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED.

Property Value
Type Description
Timestamp

Error

public Status Error { get; set; }

Output only. Only populated when job's state is JOB_STATE_FAILED or JOB_STATE_CANCELLED.

Property Value
Type Description
Status

JobSpec

public CustomJobSpec JobSpec { get; set; }

Required. Job spec.

Property Value
Type Description
CustomJobSpec

Labels

public MapField<string, string> Labels { get; }

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.

Property Value
Type Description
MapFieldstringstring

Name

public string Name { get; set; }

Output only. Resource name of a CustomJob.

Property Value
Type Description
string

StartTime

public Timestamp StartTime { get; set; }

Output only. Time when the CustomJob for the first time entered the JOB_STATE_RUNNING state.

Property Value
Type Description
Timestamp

State

public JobState State { get; set; }

Output only. The detailed state of the job.

Property Value
Type Description
JobState

UpdateTime

public Timestamp UpdateTime { get; set; }

Output only. Time when the CustomJob was most recently updated.

Property Value
Type Description
Timestamp

WebAccessUris

public MapField<string, string> WebAccessUris { get; }

Output only. URIs for accessing interactive shells (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.

Property Value
Type Description
MapFieldstringstring